Market Timing Behavior of the Secondary Equity Offerings of REITs
|
|
- Raymond Wilson
- 6 years ago
- Views:
Transcription
1 Marke Timing Behavior of he Secondary Equiy Offerings of REITs Ying Li Naional Universiy of Singapore Deparmen of Real Esae 4 Archiecure Drive, Singapore Tel: (65) ying@nus.edu.sg Seow Eng Ong Naional Universiy of Singapore Deparmen of Real Esae 4 Archiecure Drive, Singapore Tel: (65) rsongse@nus.edu.sg
2 Marke Timing Behavior of he Secondary Equiy Offerings of REITs Absrac In corporae finance lieraure, he concep of marke iming means ha managers would make heir equiy finance decisions according o he condiions of he capial marke. REITs are special invesmen vehicles and are no included in he sudies of general socks. Thus he quesion is: do REITs have he same marke iming behavior in heir secondary equiy offerings like general socks? In his sudy, we would use he secondary equiy issues daa of US equiy REITs o analyze he marke iming behavior of REITs. We are rying o learn abou he shor-run and long-run performance of REITs around equiy issues, o find ou he marke iming paern of REITs SEOs. Our findings could help us undersand he meanings behind he equiy issuing decisions of REITs managers, and help invesors make appropriae reacion o hese signals. Our resuls show some evidence of he marke iming behavior under he asymmeric informaion hypohesis. However, compared o general socks, he iming behavior is less obvious for REITs. Wih regard o he long-run performance, no long-run underperformance is found afer REITs SEOs. These resuls have wo implicaions. Firs, alhough REITs are comparaively ransparen han indusrial firms, he REITs managers sill have he marke iming abiliies o uilize he marke condiions. Asymmeric informaion and adverse selecion sill exis for REITs, alhough he iming behavior is less obvious for REITs compared o general socks. Second, he absence of long-run reurn anomaly afer SEOs of REITs means ha he marke efficiency is no violaed. 1
3 1. Inroducion Real Esae Invesmen Truss, or REITs, are always reaed as special invesmen vehicles in finance research, and are always reaed differenly from general socks when doing empirical finance sudies. Since 1960 s, he REITs indusry has undergone rapid growh, boh in U.S. and oher counries. REITs, especially U.S. REITs, are now he focus of many research sudies. The special characerisics of REITs, including he special insiuional srucure requiremens and he close relaionship wih heavy-financed properies, ec, have been sudied o differeniae REITs from general indusrial socks. Wih regard o he equiy financing paerns, he firs day overpricing of IPO and long-run over-performance afer IPO waves also disinguished REITs from general socks. In his paper, he marke iming abiliies of REIT managers in secondary equiy offerings will be sudied o uncover he validiy of equiy marke iming heory for US equiy REITs. 3. Lieraure Review In corporae finance lieraure, equiy marke iming means ha managers end o make financing decisions for firms according o he marke condiions. In oher words, hey would issue equiy when he sock prices are overvalued, and repurchase hem when sock prices are undervalued. Marke iming firs appears as a dynamic form of Myers and Majluf (1984). In Myers and Majluf (1984), managers are assumed o have informaion ha invesors do no have, and hey ac on behalf of curren invesors insead of fuure invesors. When hey face an invesmen opporuniy, hey have o issue equiy o finance he projec. Under hese assumpions, if he sock price of he company is undervalued, hey would wai unil he real value is realized and forego he curren invesmen. If he curren sock price is overvalued, managers would issue equiy immediaely. Thus equiy issues would appear afer posiive abnormal sock reurns. Also i is believed ha compared o sock shares, deb and inernal capial do no have he problem of being under-priced, hus if here is an invesmen opporuniy, managers would choose inernal capial firs or deb, and he las resor is equiy. This is he pecking order heory. 2
4 On he basis of Myers and Majluf (1984), Lucas and McDonald (1990), Korajczyk, Lucas and McDonald (1991) and Korajczyk, Lucas and McDonald (1992) sudied he variaions of adverse selecion coss of equiy issues wih he exisence of asymmeric informaion. Since he equiy issues only happen when he sock prices are overvalued, he sock prices would decrease on announcemen of he equiy issues. Ousiders would lower heir evaluaion of he issuing firm s qualiy, and his creaes a lemons marke in new equiy issues. In Korajczyk, Lucas and McDonald (1991) and Korajczyk, Lucas and McDonald (1992), he asymmeric informaion is no fixed over ime, and firms end o issue equiy when he marke is mos informed abou he qualiy of he firm, for example, afer earnings releases. They find ha managers can conrol he informaional disadvanage of he marke by choosing he iming of an equiy issue. In Baker and Wurger (2000), i is found ha he equiy share in oal new equiy and deb issues is a srong predicor of US sock marke reurns beween 1928 and This finding could no be explained under he marke efficiency explanaions. The assumpion of marke efficiency is relaxed and managers or invesors can be irraional. Managers ry o exploi he marke condiions, and hey ime boh heir idiosyncraic reurn and he marke reurn (Baker and Wurgler 2000). The marke inefficiency is challenged. The underperformances afer IPO repored by Rier (1991), he long-run underperformances afer equiy issues recorded in Loughran and Rier (1995), ec. All hese findings seem o indicae ha firm managers have he abiliy o ime he marke when hey make equiy financing decisions. Besides above evidence from US, daa using oher counries daa also find suppor for he marke iming behavior. Besides he marke iming behavior of managers before equiy issues, oher corporae decisions, for example spin-offs, deb offerings, and sock splis all indicae marke iming abiliies of managers from he long-run abnormal reurns (Desai and Jain (1999), Spiess and Affleck-Graves (1999), and Ikenberry, Rankine and Sice (1996)). Above findings documen he long-run abnormal reurns and such findings challenge he marke efficiency hypohesis (Baker and Wurgler (2002)).A he same ime, some doubs are also cased on his version of marke. Before Baker and Wurgler (2000), oher researchers also performed similar ess bu hey do no find srong evidence agains marke efficiency (Fama and French (1988) and Kohari and Shanken (1997)). Besides, on-going debae exiss o give mehodological 3
5 suggesions on he long-run anomaly (Fama (1998), Eckbo, Masulis, and Norli (2000), and Brav, Geczy, and Gompers (2000)). The robusness of he long-run reurns calculaions are quesioned by researchers. Wih ho debae on he marke iming behavior of general socks, he marke iming of REITs is no sudied horoughly. The reasons for us o choose o sudy he marke iming of REITs are as following. Firs, REITs are also considered o be differen from general socks and are always excluded from general socks in empirical corporae finance sudies. The resul is ha above research findings and heories are no necessarily valid for REITs. Second, less asymmeric informaion is expeced from REITs compared o indusrial socks. Such expecaion is because of he higher angibiliy of REITs asses and he predicabiliy of cash flows. Third, he research findings abou he long-run performance of REITs sock reurns afer IPOs and SEOs seem be in a mixure of underperformance and over-performance. Take iniial public offering as an example. Wang, Chan and Gau (1992) found ha he long-erm underperformance exiss for REITs afer IPO. However, Ling and Ryngaer (1997) showed over-performance insead of underperformance of REITs afer IPO. A more recen sudy by Buimer, Hyland and Sanders (2005) documened he long-run performance of equiy REIT IPOs during and afer IPO waves, and found no evidence of he long-run underperformance for REITs. All hese special characerisics of REITs make he marke iming of REITs differen and even more ineresing. In his sudy, we focus on he secondary equiy financing of REITs, because secondary equiy financing has imporan influences on he capial srucure changes of firms, and are imporan reflecions of financing decisions of managers. Thus i is meaningful o find ou wheher REITs managers have he marke iming abiliies when hey issue secondary equiies, and undersand he shor-run and long-run performance of REITs afer SEOs. Firs we would es wheher marke iming exiss for REITs by looking a he relaionship beween sock reurns and equiy issues. Then we would examine he shor-run and longrun performance of REITs afer equiy issues o es some hypoheses of he heory. According o he asymmeric informaion framework, managers have superior informaion abou he sock prices compared o invesors. Under such condiion, managers would choose o issue equiy when he sock prices are overvalued and 4
6 repurchase hem when sock prices are undervalued. Thus he posiive abnormal reurns preceding he equiy issues would be used as one mehod o es he marke iming abiliies. If managers could ime he marke when hey issue he equiy, he sock prices should be increasing before he equiy issues. As he sock prices have reached is peak when new equiy is issues, he sock prices would decline a he announcemen or issues of he new shares. Anoher hypohesis is managers would choose o issues equiy when he marke is bes informed of he qualiy of he firm o reduce he adverse selecion problem. The long-run performance afer secondary equiy issues of REITs would also be esed. Previous research findings abou he long-run performance of REITs SEOs include Howon, Howon and Friday (2000), which found long-run underperformance of REITs SEOs when comparing he holding period reurn of equiy issuing REITs wih non-equiy offering REITs. The mehod applied by Howon, Howon and Friday (2000) is quesionable because i compares equiy issuing REITs wih non-equiy offering REITs, we would use he Fama and French four facor model o calculae he long-erm reurns. One poin mus be made clear is ha he second version of marke iming does no require he marke o be inefficien. The long-run underperformance indicaes managers are successful in iming he marke. While failure o find he long-run underperformance only means he iming behavior is no successful. Previous research works abou he marke iming behavior of REITs secondary equiy offerings include Li and Ooi (2004). They found ha US REITs ime boh he equiy and deb marke condiions using a sample of equiy REITs from 1986 o The P/B raio and P/E raio is considered as he proxy of marke misevaluaions and equiy/deb issues/repurchases are analyzed. They conclude ha REITs ime he marke in boh equiy and deb offerings. However, hey did no sudy he performance of RETIs afer equiy issues. Before our empirical ess, le s firs look a he following graph o have a brief undersanding of he equiy issues and sock price rends for REITs. In Figure 1, he NAREIT equiy REIT price index and he number of secondary equiy offerings in he corresponding year is ploed. Alhough his only gives us a brief undersanding, i is 5
7 obvious ha hese wo variables are correlaed, and he marke iming is observed from he char. Figure 1: NAREIT index and number of REITs SEOs NAREIT index and number of REITs SEOs Number of SEO Year Number of SEOs in he year NAREIT index The sudy proceeds as follows. Secion 4 inroduces he daa. Secion 5 sudies wheher marke iming exiss in he ne equiy issues of REITs. Secion 6 ess he shor-run performance of REITs afer equiy issues. Secion 7 ess he long-run performance of REITs afer equiy issues. Secion 8 gives some discussion and in Secion 9 he expeced fuure work is described Index Value 4. Daa All he US equiy REITs sudied in his paper are repored by Naional Associaion of Real Esae Invesmen Trus. US REITs are of relaively long hisory, and his allows us o know he marke iming behavior in more developed REITs markes. There are 123 equiy REITs capured in his sudy, which comprise a grea majoriy of he equiy REITs repored by NAREIT. The lis of REITs names ha are capured is lised in he Appendix. The quarerly daa of hese equiy REITs cash flows comes from Compusa daabase. The daily price daa comes from CRSP. Daes of firs public announcemen of quarerly earnings are from Compusa daabase. The record of all equiy issues of REITs 6
8 (excluding IPOs) comes from SDC daabase. Long-erm ineres rae is found from he websie of U.S. Federal Reserve Board and he daa of NAREIT equiy REITs price index comes from NAREIT websie. The daa of equiy REITs ha are capured spread from January 1980 o March 2004, 279 monhs in oal. The ime series plos of some imporan variables are presened in he appendix. 5. The marke iming of REITs In his par, he exisence of marke iming behavior would be examined by looking a he relaionship beween equiy issues and sock reurns. Marke iming heory implies ha managers would choose o issue equiy when heir sock prices are (believed o be) overvalued and repurchase he socks when hey are (believed o be) undervalued. The equiy issues always occur afer posiive sock reurns. For he individual REITs capured in his par, he following hypoheses would be esed: would ne equiy issues change according o he capial marke condiions? The daa here is unsrucured panel daa insead of ime series daa, as he daa of ne equiy issues and sock reurns of individual REITs are unsrucured panel daa. In his par, he VAR model and panel regression would be employed o es he relaionship beween relevan variables. The auoregressive model is y = µ + τ 1 y 1 + Λ + τ p y p + ε (1) Where ε is a vecor of non-auocorrelaed disurbances wih zero means and conemporaneous covariance marix E[ ε ε ] = Ω '. This equaion sysem is a vecor auoregression, or VAR. Vecor means ha we are dealing wih a vecor of variables while auoregressive means he appearance of he lagged value of he dependen variable. Akaike or Schwarz Crierion can be used o decide how many lags o ake. One of he virues of he VAR is ha i obviaes a decision as o wha conemporaneous variables are exogenous; i has only lagged (predeermined) variables on he righ-hand side, and all he variables are endogenous (alhough in some circumsances exogenous variables can also be included). VARs are special, because in simulaneous or srucural equaion models, he equaions in he sysem should be deermined before he esimaion of he model. This kind of idenificaion is ofen subjecive. Using VAR his subjeciviy 7
9 could be avoided. Employing VAR model allows us o es which variables are more relevan in deermining he equiy issues or sock reurns, and we do no need o specify he relaionships before he esimaion. The VAR es for individual REIT is run according o regression equaion 2 shown below. ( Equiy, Deb, M / B, Sockreurn ) A ( Equiy n + C Size 1 1 n + D SP 1 1, Deb n D, M / B n SP n n = µ + A ( Equiy, Sockreurn + ε n The meanings of he variables are explained as following: 1 1, Deb 1 ) + B Ineres 1, M / B Equiy : The ne changes of equiy of individual REITs in quarer ; B, Sockreun n (2) Ineres Deb : The ne changes of book value of long-erm deb of individual REITs in quarer ; M / B : The average M/B raio of individual REITs in quarer ; Sockreur n : The sock reurn of individual REITs in quarer ; Ineres : Change in he long-erm ineres rae of U.S. in quarer ; Size : The oal asses of individual REITs in quarer ; SP : S&P 500 composie index reurn in quarer. The deailed explanaions of hese variables are: Specifically, he calculaions of he variables from he daabase are: (a)marke value of equiy= price closed a he end of he hird monh of each quarer * shares ousanding (splis adjused) (b) Long-erm deb= long-erm deb oal (c)marke-o-book raio= marke value of asses/ oal asses= (marke value of equiy + long-erm deb+ preferred sock + deb in curren liabiliies)/oal asses (d)long-erm ineres rae= 10 year ineres rae The saisical summary of variables differen from indusry analysis is lised in he following able. 1 n ) 8
10 Table 1: Saisic summary Variable Sock reurn Average m/b Size Equiy issues Deb issues Average Sandard Deviaion The resul of he uni roo es is shown in Table 2. Table 2: Panel Uni Roo Tes Sock reurn Average m/b Size Equiy issues Deb Issues I(0) I(0) I(1) I(0) I(0) The regression resuls are lised in Table 3 Table 3: VAR-1 Included observaions: 5200 afer adjusmens, Sample (adjused): 1981Q3 2004Q1 T-saisics in [ ] EQUITY DEBT M_B STOCK_RETURN EQUITY(-1) E E-05 [ ] [ ] [ ] [ ] EQUIY(-2) E E-05 [ ] [ ] [ ] [ ] EQUITY(-3) E E-05 [ ] [ ] [ ] [ ] EQUITY(-4) E E-05 [ ] [ ] [ ] [ ] 9
11 DEBT(-1) E E-05 [ ] [ ] [ ] [ ] DEBT(-2) E E-05 [ ] [ ] [ ] [ ] DEBT(-3) E E-05 [ ] [ ] [ ] [ ] DEBT(-4) E E-06 [ ] [ ] [ ] [ ] M_B(-1) [ ] [ ] [ ] [ ] M_B(-2) [ ] [ ] [ ] [ ] M_B(-3) [ ] [ ] [ ] [ ] M_B(-4) [ ] [ ] [ ] [ ] STOCK_RETURN(-1) [ ] [ ] [ ] [ ] STOCK_RETURN(-2) [ ] [ ] [ ] [ ] STOCK_RETURN(-3) [ ] [ ] [ ] [ ] STOCK_RETURN(-4) [ ] [ ] [ ] [ ] C [ ] [ ] [ ] [ ] SIZE E E-06 [ ] [ ] [ ] [ ] S & P(-1) [ ] [ ] [ ] [ ] S & P(-2) [ ] [ ] [ ] [ ] S & P(-3) [ ] [ ] [ ] [ ] S & P(-4) [ ] [ ] [ ] [ ] INTEREST(-1)
12 [ ] [ ] [ ] [ ] INTEREST(-2) [ ] [ ] [ ] [ ] INTEREST(-3) [ ] [ ] [ ] [ ] INTEREST(-4) [ ] [ ] [ ] [ ] R-squared Adj. R-squared In Table 3, we can find ha he sock reurns in he previous wo quarers have posiive effecs on he equiy issues. This is consisen wih he marke iming heory. However, his consisency is only limied o wo quarers horizon. When we race back o hree quarers before, hen he coefficien could no be explained by marke iming. Wih regard o he effecs of S & P 500 index on equiy issues, hey also have posiive effecs and he posiive effecs are also confined o wo quarers. However, heir effecs are no significan. Anoher finding is ha he equiy issues have negaive effecs on he sock reurn in he following hree quarers. This could be observed from he las equaion in Table 3, where he sock reurn is he dependen variable. If we look a he effecs of he ineres raes on he issues of deb, we could find ha increasing ineres rae would lead o decrease of deb issues. This is consisen wih Li and Ooi (2001) ha REITs also ime he deb marke. 6. Shor-run Performance of REITs afer SEOs In his par, some hypoheses under he asymmeric informaion heory would be esed. Since he equiy issues are considered as signals o he marke, he price would drop on he announcemen day and he issue day (Asquih and Mullins (1986), Masulis and Korwar (1986), and Barclay and Lizenberger (1988)). Some companies acually would announce he equiy issues on he issue day, while for ohers here are several weeks beween hese wo daes. As he announcemen daes of he secondary equiy offerings 11
13 are unavailable in our daa, we would use he issue day as he focus of sudy. This is he firs hypohesis ha would be esed. Also, in order o reduce he price drop a he issuing day, managers would issue equiy when he marke is mos informed, such as afer quarerly earnings announcemen. If managers delay he equiy issues, wih ime goes by, hey have more asymmeric informaion, and he price drop a he issuing would be larger. We would es hese hypoheses separaely. Hypohesis 1: The sock prices drop a he equiy issuing day. Here we calculae he gross sock reurn and he abnormal sock reurn on he equiy issuing day. The abnormal reurn is he gross sock reurn minus he CRSP equally weighed reurn excluding dividend. From Table 4, we can find ha here is significan negaive reurn on he issuing day. Table 4: Even day reurn Average T-saisic N Gross reurn on he issuing day Abnormal reurn on he issuing day Hypohesis 2: Equiy issues would cluser afer earnings releases. This hypohesis is based on he ime-varying asymmeric informaion in equiy issues. Wih ime-varying asymmeric informaion, managers wan o issue equiy when he marke is mos informed of he qualiy of he firm and reduce he cos of adverse selecion. One of he mos imporan sources of informaion is he quarerly earnings announcemen. I is expeced o see ha equiy issues would cluser shorly afer earnings releases, and i is suppored by he resul in Korajczyk, Lucas and McDonald (1991). The lag beween he equiy issues and he laes quarerly earnings announcemen is calculaed for each secondary equiy issues of REITs. I is found ha, abou 50% of he equiy issues occur in 40 days afer he quarerly earnings announcemen, compared o 75% for general socks. The disribuion of he ime lags is shown in Figure 2. Figure 2: Disribuion of ime lags beween equiy issues and he laes quarerly earnings announcemen 12
14 Number of Issues ~6 7~13 14~20 21~27 28~34 35~41 42~48 49~55 56~62 63~69 70~76 77~83 84~90 >90 Days afer quarerly earnings announced In Figure 2, here is roughly a rend of decreasing number of issues afer he quarerly earnings announcemen. However, his rend is less obvious compared o general socks. For example, for general socks, he number of issues in more han 90 days is abou 20% of he number of issues in 7 days (Korajczyk, Lucas and McDonald (1991), while for REITs, i is abou 40%. For general socks, he larges number of issues happens abou 28 days afer earnings announcemen. While for REITs, i happens in 49~55 days, which is much laer han general socks. Hypohesis 3: The closer he issue follows an earning release, he smaller he price drop a he issue day. The closer he issue follows an earning release, he marke is more informed, and he price drop a he issue day is expeced o be smaller. A simple regression is run here o es his relaionship. The resul is shown in Table 5. Table 5: Regression Resul (wih saisic in parenhesis) Consan Gross reurn ( )*** Abnormal reurn ( ) Days beween announcemen and -7E E-05 13
15 equiy issues ( ) ( ) No. of observaion R-square Table 5 shows ha here is no significan relaionship beween he lag of days and he price drop a he issuing day. This is also differen from he resul of general socks. In his par, some hypoheses of he marke iming under he asymmeric informaion heory are esed. These resuls give only weak evidence of he exisence of he asymmeric informaion in he marke iming of REITs. 7. Long-run Performance of REITs afer SEOs Generally here are wo mehodologies when researchers calculae he long-run performance. Firs mehod, is he mehod used by Rier (1991), comparing he reurns wih ou-of-sample asses. The second mehod is he Fama and French (1993) hree facor model. Since mos of he REITs have offerings during he sudy period, he second mehod is applied o es for abnormal reurns. The momenum variable in Carhar (1997) would also be included in he regression equaion. Thus he model we applied here is he four-facor model. The porfolios are formed by he REITs ha have equiy offerings during he previous five years. The sudy period is 1980 January o 2004 March. The average monhly reurn of REITs ha have equiy issues in he pas five years is calculaed for each monh. Boh value-weighed and equally-weighed monhly reurns are calculaed. Then he abnormal monhly reurn for each porfolio is regressed agains he hree Fama and French (1993) equiy risk facors, Marke, SMB, and HML, Carhar s (1997) momenum variable, and he reurn on he NAREIT index minus he risk-free rae. Firs we use he above four facors in he regression, hen he NAREIT index is included. The NAREIT index reurn is added o mimic he risk in reurns specifically relaed o he real esae indusry. The regression equaion is REIT Rf = α + β 1 ( ) 2 ( ) + β SMB + β HML + β MOMENTUM + ε 3 4 NAREIT Rf 5 + β Marke Rf 14
16 Where, REIT : The value-weighed (equally-weighed) reurn in quarer of REITs wih equiy offering in he las 5 years; Rf : Risk-free rae in quarer ; NAREIT : Reurn of NAREIT equiy REIT index in quarer ; Marke : Value-weighed CRSP reurns in quarer ; SMB : The difference beween he reurns on small and big sock porfolios wih abou he same book o marke equiy in quarer ; HML : The difference beween he reurns on high book-marke firms and low bookmarke firms in quarer ; Momenum : The high momenum sock reurn minus low momenum sock reurn where momenum is measured based on pas one-year reurn. The regression resul is shown in Table 6. Table 6: Long-run performance calculaion (wih saisic in parenhesis) Inercep Equally Weighed Sample ( )*** Marke-Rf ( )*** SMB ( )*** HML ( )*** Momenum ( ) ( ) (2.659)*** ( ) ( ) -8.6E-05 ( ) NAREIT-Rf ( )*** (5) Value Weighed Sample ( ) ( )*** ( )*** ( )*** ( ) ( ) ( ) ( ) ( ) -9.5E-05 ( ) ( )*** Adjused R-square In Table 6, significan long-run underperformance is found only in equally weighed four facor regression. When he NAREIT is included in he regression, he explanaory power of he equaions are increased, boh in equally and value weighed reurn. If we compare equally weighed regression wih value weighed regression, we can find ha he 15
17 inercep in value weighed regression is larger han in equally weighed. The reason may be ha larger REITs have beer performance compared o small REITs. In he las column of Table 6, he inercep becomes posiive. Our resul is consisen wih Buimer, Hyland and Sanders (2005), in which sudy on long-run underperformance is found using REIT s IPO daa. Since boh posiive and negaive conceps exis in our resul, he argumen in Fama (1998) is valid, ha he resul of long-run underperformance is no robus. Thus he marke efficiency is no violaed. 8. Conclusion REITs have always been considered as a special invesmen vehicle because of is differen insiuional srucures from general socks, and are always excluded from general socks in empirical sudies. Besides he close relaionship wih he real esae properies, which makes REITs an indusry wih heavy dependence on capial, REITs also have special requiremens on dividend payou and gearings compared o general socks. For example, in US, REITs are required o payou a leas 90% of he disribuable dividends o heir invesors. A he same ime, equiy REITs have higher predicabiliy in heir fuure cash flow as he main source of capial is he ren, hus less asymmeric informaion is expeced in REITs. Also, mos of he asses of REITs are angible asses. Wih all hese anomalies, would he marke iming found in general socks also be valid for US REITs? This paper ries o answer he above quesions. Firs, wheher marke iming exiss for REITs is esed. Using a VAR model, i is found ha REITs secondary equiy offerings always occur when he sock prices are high. This means ha marke iming behavior exis for REITs in SEOs. For he shor-run performance of REITs around SEOs, we find parial suppor o he marke iming heory under he framework of asymmeric informaion. The sock price decreases on he equiy issuing day, bu he iming of he equiy issues is less obvious compared o general socks. There is no relaionship beween he issue day price drop and he iming of he issues. Wih regard o he long-run performance sudy of REITs afer SEOs, our resul shows no long-run underperformance of REITs afer SEOs. All hese evidences sugges ha, alhough REITs also exhibi marke iming behavior, he iming paern is differen from general socks boh in he long-run and shor-run. 16
18 References Asquih, P., and Mullins, D. W., (1986), Equiy Issues and Offering Diluion, Journal of Financial Economics, 15: Baker, M., Sein J. C. and Wurgler, J., (2003), When Does he Marke Maer? Sock Prices and he Invesmen of Equiy-dependen Firms, The Quarerly Journal of Economics Baker, M., Taliaferro, R. and Wurgler, J., (2004), Pseudo Marke Timing and Predicive Regressions, Working Paper Baker, M., and Wurgler, J., (2000), he Equiy Share in New Issues and Aggregae Sock Reurns, Journal of Finance, 55: Baker, M., and Wurgler, J., (2002), Marke Timing and Capial Srucure, Journal of Finance, 57:1-32 Barclay, M. J., and Lizenberger R. H., (1988), Announcemen Effecs of New Equiy Issues and he Use of Inraday Price Daa, Journal of Financial Economics, 21:71-99 Brav, A., Geczy C., and Gompers, P. A., (2000), Is he Abnormal Reurn Following Equiy Issuances Anomalous? Journal of Financial Economics, 56: Buler, A. W., Gusavo, G., and Weson, J. P., (2005), Can Managers Forecas Aggregae Marke Reurns? Journal of Finance, 60: Buimer, R. J., Hyland, D. C., and Sanders, A. B., (2005), REITs, IPO Waves, and Long Run Performance, Journal of Real Esae Economics, 33(1):51-87 Carhar, M. M., (1997), On Persisence in Muual Fund Performance, Journal of Finance, 52: Chan, K., Ikenberry, D. and Lee I., (2004), Do Managers Time he Marke?Evidence from Open-marke Share Repurchases. Working Paper. Desai, H., and Jain, Prem C., (1999), Firm Performance and Focus: Long-run Sock Marke Performance Following Spinoffs- The Case of Volunary Spinoffs, Journal of Financial Economics,54: Eckbo, B. E., Masulis, R.W. and Norli, O., (2000), Seasoned Equiy Offerings: Resoluion of he New Issues Puzzle, Journal of Financial Economics, 56: Fama, E. F., (1998), Marke Efficiency, Long-erm Reurns, and Behavioral Finance, Journal of Financial Economics, 49:
19 Fama, E. F., and French, K. R., (1988), Dividend Yields and Expeced Sock Reurns, Journal of Financial Economics, 22:3-25 Fama, E. F., and French, K. R., (1993), Common Risk Facors in he Reurns on Socks and Bonds, Journal of Financial Economics, 33: 3-56 Fama, E. F., and French, K. R., (2005), Financing Decisions: Who Issue Sock? Journal of Financial Economics, 76: Frank, M. Z., and Goyal, V. K., (2003), The Effec of Marke Condiions on Capial Srucure Adjusmen, working paper Graham, J. R. and Harvey C. R., (2001), he Theory and Pracice of Corporae Finance: Evidence from he Field, Journal of Financial Economics, 60, Howon, S. D., Howon S. W., and Friday, H. S., (2000), Long Run Underperformance in REITs Following Seasoned Equiy Offerings, Journal of Real Esae Porfolio Managemen, 6(4): Ikenberyy, D., Rankine, G. And Sice, E., (1996), Wha do Sock Splis Really Signal? Journal of Financial and Quaniaive Analysis, 31: Korajczyk, R. A., Lucas, D. J. and McDonald, R. L., (1991), The Effec of Informaion Releases on he Pricing and Timing of Equiy Issues, The Review of Financial Sudies, 4(4): Korajczyk, R. A., Lucas, D. J., and McDonald, R. L., (1992), Equiy Issues wih Time Varying Asymmeric Informaion, Journal of Financial and Quaniaive Analysis, 27: Kohari, S. P., and Shanken, J., (1997), Book-o-marke, Dividend Yield, and Expeced Marke Reurns: A Time-series Analysis, Journal of Financial Economics, 44: Li, L., and Ooi, J., (2004), Financing Decisions of U.S. REITs: A Capial Marke Perspecive, ARES meeing 2004 Ling, D., and Ryngaer, M., (1997), Valuaion Uncerainy, Insiuional Involvemen, and he underpricing of IPOs: The Case of REITs. Journal of Financial Economics 43: Loughran, T., and Rier, J. R., (1995), The New Issues Puzzle, Journal of Finance, 50:
20 Lucas, D. J., and McDonald, R. L., (1990), Equiy Issues and Sock Price Dynamics, Journal of Finance, 45: Masulis, R.W., and Korwar, A.N., (1986), Seasoned Equiy Offerings: An Empirical Invesigaion, Journal of Financial Economics, 14: Myers, S. C., and Majluf, N. S., (1984), Corporae Financing and Invesmen Decisions When Firms Have Informaion ha Invesors Do No Have, Journal of Financial Economics 13: Pagano, M., Panea, F., and Zingales, L., (1998), Why Do Companies Go Public? An Empirical Analysis, Journal of Finance, 53: Rier, J. R., (1991), The Long-run Performance of Iniial Public Offerings, Journal of Finance, 46: 3-27 Rier, J. R., (20030, Inroducion o Recen Developmen in Corporae Finance, Edward Elgar Publishers Schulz, P., (2003), Pseudo Marke Timing and he Long-Run Underperformance of IPOs, Journal of Finance, 2: Spiess, K., and John, A., (1999), The Long-run Performance of Sock Reurns Following Deb Offerings, Journal of Financial Economics, 54: Wang, K., Chan, S. H., and Gau, G. W., (1992), Iniial Public Offerings of Equiy Securiies: Anomalous Evidence Using REITs, Journal of Financial Economics, 31: Welch, I, (2003), Capial Srucure and Sock Reurns, Yale ICF Working Paper No
21 Appendix Table 1: Equiy Marke Capiilizaion Ousanding (Millions of dollars a year end) End of Year # of REITs Equiy Morgage Hybrid Marke Capializaion # of REITs Marke Capializaion # of REITs Marke Capializaion , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
22 , , , , , , , , , , , , Source: NAREIT websie. Available a hp:// (Marke capializaion equals price of shares muliplied by shares ousanding.) 2. Hisorical Securiies Issuance by US REITs (Millions of dollars) Toal Financing IPO Secondary Equiy Deb Offering Period Number Capial Raised Number Capial Raised Number Capial Raised Number Capial Raised Source: NAREIT websie. Available a hp:// 21
23 3. Figure 1: NAREIT equiy REITs price index NAREIT equiy REITs price index Year 4. Figure 2: S & P 500 price index S & P 500 Price index Q Q Q Q Q Q Q Q Q Q Q Q Q Q Q Q Q Q Q Year 22 Q Q Q Q Q Q Q Q Q Q Q Q Q Q Q4 2004
Market Timing and REIT Capital Structure Changes
IRES 2008-002 IRES Working Paper Series Marke Timing and REIT Capial Srucure Changes Ying LI Universiy of Wisconsin Muhammad Faishal bin IBRAHIM Deparmen of Real Esae Naional Universiy of Singapore Seow
More informationFINAL EXAM EC26102: MONEY, BANKING AND FINANCIAL MARKETS MAY 11, 2004
FINAL EXAM EC26102: MONEY, BANKING AND FINANCIAL MARKETS MAY 11, 2004 This exam has 50 quesions on 14 pages. Before you begin, please check o make sure ha your copy has all 50 quesions and all 14 pages.
More informationThe Impact of Interest Rate Liberalization Announcement in China on the Market Value of Hong Kong Listed Chinese Commercial Banks
Journal of Finance and Invesmen Analysis, vol. 2, no.3, 203, 35-39 ISSN: 224-0998 (prin version), 224-0996(online) Scienpress Ld, 203 The Impac of Ineres Rae Liberalizaion Announcemen in China on he Marke
More informationThe Effect of Open Market Repurchase on Company s Value
The Effec of Open Marke Repurchase on Company s Value Xu Fengju Wang Feng School of Managemen, Wuhan Universiy of Technology, Wuhan, P.R.China, 437 (E-mail:xfju@63.com, wangf9@63.com) Absrac This paper
More informationStock Market Behaviour Around Profit Warning Announcements
Sock Marke Behaviour Around Profi Warning Announcemens Henryk Gurgul Conen 1. Moivaion 2. Review of exising evidence 3. Main conjecures 4. Daa and preliminary resuls 5. GARCH relaed mehodology 6. Empirical
More informationFinal Exam Answers Exchange Rate Economics
Kiel Insiu für Welwirhschaf Advanced Sudies in Inernaional Economic Policy Research Spring 2005 Menzie D. Chinn Final Exam Answers Exchange Rae Economics This exam is 1 ½ hours long. Answer all quesions.
More informationMarket and Information Economics
Marke and Informaion Economics Preliminary Examinaion Deparmen of Agriculural Economics Texas A&M Universiy May 2015 Insrucions: This examinaion consiss of six quesions. You mus answer he firs quesion
More informationDocumentation: Philadelphia Fed's Real-Time Data Set for Macroeconomists First-, Second-, and Third-Release Values
Documenaion: Philadelphia Fed's Real-Time Daa Se for Macroeconomiss Firs-, Second-, and Third-Release Values Las Updaed: December 16, 2013 1. Inroducion We documen our compuaional mehods for consrucing
More informationAppendix B: DETAILS ABOUT THE SIMULATION MODEL. contained in lookup tables that are all calculated on an auxiliary spreadsheet.
Appendix B: DETAILS ABOUT THE SIMULATION MODEL The simulaion model is carried ou on one spreadshee and has five modules, four of which are conained in lookup ables ha are all calculaed on an auxiliary
More informationEstimating Earnings Trend Using Unobserved Components Framework
Esimaing Earnings Trend Using Unobserved Componens Framework Arabinda Basisha and Alexander Kurov College of Business and Economics, Wes Virginia Universiy December 008 Absrac Regressions using valuaion
More informationAdvanced Forecasting Techniques and Models: Time-Series Forecasts
Advanced Forecasing Techniques and Models: Time-Series Forecass Shor Examples Series using Risk Simulaor For more informaion please visi: www.realopionsvaluaion.com or conac us a: admin@realopionsvaluaion.com
More informationPrinciples of Finance CONTENTS
Principles of Finance CONENS Value of Bonds and Equiy... 3 Feaures of bonds... 3 Characerisics... 3 Socks and he sock marke... 4 Definiions:... 4 Valuing equiies... 4 Ne reurn... 4 idend discoun model...
More informationA Note on Missing Data Effects on the Hausman (1978) Simultaneity Test:
A Noe on Missing Daa Effecs on he Hausman (978) Simulaneiy Tes: Some Mone Carlo Resuls. Dikaios Tserkezos and Konsaninos P. Tsagarakis Deparmen of Economics, Universiy of Cree, Universiy Campus, 7400,
More informationInternational Review of Business Research Papers Vol. 4 No.3 June 2008 Pp Understanding Cross-Sectional Stock Returns: What Really Matters?
Inernaional Review of Business Research Papers Vol. 4 No.3 June 2008 Pp.256-268 Undersanding Cross-Secional Sock Reurns: Wha Really Maers? Yong Wang We run a horse race among eigh proposed facors and eigh
More informationEmpirical analysis on China money multiplier
Aug. 2009, Volume 8, No.8 (Serial No.74) Chinese Business Review, ISSN 1537-1506, USA Empirical analysis on China money muliplier SHANG Hua-juan (Financial School, Shanghai Universiy of Finance and Economics,
More informationThe Relationship between Money Demand and Interest Rates: An Empirical Investigation in Sri Lanka
The Relaionship beween Money Demand and Ineres Raes: An Empirical Invesigaion in Sri Lanka R. C. P. Padmasiri 1 and O. G. Dayarana Banda 2 1 Economic Research Uni, Deparmen of Expor Agriculure 2 Deparmen
More informationSubdivided Research on the Inflation-hedging Ability of Residential Property: A Case of Hong Kong
Subdivided Research on he -hedging Abiliy of Residenial Propery: A Case of Hong Kong Guohua Huang 1, Haili Tu 2, Boyu Liu 3,* 1 Economics and Managemen School of Wuhan Universiy,Economics and Managemen
More information(1 + Nominal Yield) = (1 + Real Yield) (1 + Expected Inflation Rate) (1 + Inflation Risk Premium)
5. Inflaion-linked bonds Inflaion is an economic erm ha describes he general rise in prices of goods and services. As prices rise, a uni of money can buy less goods and services. Hence, inflaion is an
More informationIdiosyncratic Volatility and Cross-section of Stock Returns: Evidences from India
Asian Journal of Finance & Accouning Idiosyncraic Volailiy and Cross-secion of Sock Reurns: Evidences from India Prashan Sharma Assisan Professor and Area Chair (Finance and Accouns) Jaipuria Insiue of
More informationEVA NOPAT Capital charges ( = WACC * Invested Capital) = EVA [1 P] each
VBM Soluion skech SS 2012: Noe: This is a soluion skech, no a complee soluion. Disribuion of poins is no binding for he correcor. 1 EVA, free cash flow, and financial raios (45) 1.1 EVA wihou adjusmens
More informationPRESS RELEASE EURO AREA ECONOMIC AND FINANCIAL DEVELOPMENTS BY INSTITUTIONAL SECTOR - FIRST QUARTER August 2012
1 Augus 212 PRESS RELEASE EURO AREA ECONOMIC AND FINANCIAL DEVELOPMENTS BY INSTITUTIONAL SECTOR - FIRST QUARTER 212 In he firs quarer of 212, he annual growh rae 1 of households gross disposable income
More informationWatch out for the impact of Scottish independence opinion polls on UK s borrowing costs
Wach ou for he impac of Scoish independence opinion polls on UK s borrowing coss Cosas Milas (Universiy of Liverpool; email: cosas.milas@liverpool.ac.uk) and Tim Worrall (Universiy of Edinburgh; email:
More informationIs Long-Horizon Abnormal Performance after Seasoned Equity Offerings Illusory? New Evidence from the UK *
Is Long-Horizon Abnormal Performance afer Seasoned Equiy Offerings Illusory? New Evidence from he UK * by Abhay Abhyankar Warwick Business School, Universiy of Warwick, Covenry, CV4 7AL, UK Tel: +44-2476-522842
More informationCross-Sectional Asset Pricing with Individual Stocks: Betas versus Characteristics. Tarun Chordia, Amit Goyal, and Jay Shanken
Cross-Secional Asse Pricing wih Individual Socks: Beas versus Characerisics Tarun Chordia, Ami Goyal, and Jay Shanken Main quesion Are expeced reurns relaed o Risk/beas, OR Characerisics If boh, which
More informationOn the Impact of Inflation and Exchange Rate on Conditional Stock Market Volatility: A Re-Assessment
MPRA Munich Personal RePEc Archive On he Impac of Inflaion and Exchange Rae on Condiional Sock Marke Volailiy: A Re-Assessmen OlaOluwa S Yaya and Olanrewaju I Shiu Deparmen of Saisics, Universiy of Ibadan,
More informationDOES EVA REALLY HELP LONG TERM STOCK PERFORMANCE?
DOES EVA REALLY HELP LONG TERM STOCK PERFORMANCE? Wesley M. Jones, Jr. The Ciadel wes.jones@ciadel.edu George Lowry, Randolph Macon College glowry@rmc.edu ABSTRACT Economic Value Added (EVA) as a philosophy
More informationSTATIONERY REQUIREMENTS SPECIAL REQUIREMENTS 20 Page booklet List of statistical formulae New Cambridge Elementary Statistical Tables
ECONOMICS RIPOS Par I Friday 7 June 005 9 Paper Quaniaive Mehods in Economics his exam comprises four secions. Secions A and B are on Mahemaics; Secions C and D are on Saisics. You should do he appropriae
More informationManagement Science Letters
Managemen Science Leers 3 (2013) 97 106 Conens liss available a GrowingScience Managemen Science Leers homepage: www.growingscience.com/msl Comparing he role of accruals and operaing cash flows on users'
More informationANSWER ALL QUESTIONS. CHAPTERS 6-9; (Blanchard)
ANSWER ALL QUESTIONS CHAPTERS 6-9; 18-20 (Blanchard) Quesion 1 Discuss in deail he following: a) The sacrifice raio b) Okun s law c) The neuraliy of money d) Bargaining power e) NAIRU f) Wage indexaion
More informationCapital Strength and Bank Profitability
Capial Srengh and Bank Profiabiliy Seok Weon Lee 1 Asian Social Science; Vol. 11, No. 10; 2015 ISSN 1911-2017 E-ISSN 1911-2025 Published by Canadian Cener of Science and Educaion 1 Division of Inernaional
More informationInformation Content of Dividends: Evidence from Istanbul Stock Exchange
Informaion Conen of Dividends: Evidence from Isanbul Sock Exchange Ayse Aliok-Yilmaz (Corresponding auhor) Depermen of Managemen, Bogazici Universiy 34342, Bebek-Isanbul, Turkey Tel: 90-212-359-6812 E-mail:
More informationImplied Cost of Capital Based Investment Strategies
Implied Cos of Capial Based Invesmen Sraegies Florian Eserer Swisscano David Schröder CREST * and BGSE ** This version: 14.1.2006 Absrac In he recen lieraure on esimaing expeced sock reurns, one of he
More informationFinancial Markets And Empirical Regularities An Introduction to Financial Econometrics
Financial Markes And Empirical Regulariies An Inroducion o Financial Economerics SAMSI Workshop 11/18/05 Mike Aguilar UNC a Chapel Hill www.unc.edu/~maguilar 1 Ouline I. Hisorical Perspecive on Asse Prices
More informationA Method for Estimating the Change in Terminal Value Required to Increase IRR
A Mehod for Esimaing he Change in Terminal Value Required o Increase IRR Ausin M. Long, III, MPA, CPA, JD * Alignmen Capial Group 11940 Jollyville Road Suie 330-N Ausin, TX 78759 512-506-8299 (Phone) 512-996-0970
More informationAn Investigation of Relationship between Earnings Conservatism and Price to Book Ratio Based on Basu s Method
Inernaional Journal of Business and Developmen Sudies Vol. 3, No. 1, (2011) p.29-40 An Invesigaion of Relaionship beween Earnings Conservaism and Price o Book Raio Based on Basu s Mehod Mahdi Salehi Behzad
More informationIndustry Profitability Dispersion and Market-to-book Ratio
Indusry Profiabiliy Dispersion and Marke-o-book Raio Jia Chen *, Kewei Hou, and René M. Sulz 30 January 2014 Absrac Firms in indusries ha have high indusry-level dispersion of profiabiliy have on average
More informationIntroduction. Enterprises and background. chapter
NACE: High-Growh Inroducion Enerprises and background 18 chaper High-Growh Enerprises 8 8.1 Definiion A variey of approaches can be considered as providing he basis for defining high-growh enerprises.
More informationA Valuation-Based Test Of. Equity Market Timing
Deparmen of Finance Universiy of Melbourne 333410 Finance Research Essay A Valuaion-Based Tes Of Equiy Marke Timing Qian Zhang November 2007 i Absrac Using a large sample of US firms beween 1976 and 2005,
More informationFundamental Basic. Fundamentals. Fundamental PV Principle. Time Value of Money. Fundamental. Chapter 2. How to Calculate Present Values
McGraw-Hill/Irwin Chaper 2 How o Calculae Presen Values Principles of Corporae Finance Tenh Ediion Slides by Mahew Will And Bo Sjö 22 Copyrigh 2 by he McGraw-Hill Companies, Inc. All righs reserved. Fundamenal
More informationPredictive Ability of Three Different Estimates of Cay to Excess Stock Returns A Comparative Study for South Africa and USA
European Research Sudies, Volume XVII, Issue (1), 2014 pp. 3-18 Predicive Abiliy of Three Differen Esimaes of Cay o Excess Sock Reurns A Comparaive Sudy for Souh Africa and USA Noha Emara 1 Absrac: The
More informationRevisiting the Fama and French Valuation Formula
Revisiing he Fama and French Valuaion Formula Absrac Using he dividend discoun model Fama and French (2006) develop a relaion beween expeced profiabiliy, expeced invesmen, curren BM and expeced sock reurns.
More informationDescription of the CBOE S&P 500 2% OTM BuyWrite Index (BXY SM )
Descripion of he CBOE S&P 500 2% OTM BuyWrie Index (BXY SM ) Inroducion. The CBOE S&P 500 2% OTM BuyWrie Index (BXY SM ) is a benchmark index designed o rack he performance of a hypoheical 2% ou-of-he-money
More informationMacroeconomics. Part 3 Macroeconomics of Financial Markets. Lecture 8 Investment: basic concepts
Macroeconomics Par 3 Macroeconomics of Financial Markes Lecure 8 Invesmen: basic conceps Moivaion General equilibrium Ramsey and OLG models have very simple assumpions ha invesmen ino producion capial
More informationThe relation between U.S. money growth and inflation: evidence from a band pass filter. Abstract
The relaion beween U.S. money growh and inflaion: evidence from a band pass filer Gary Shelley Dep. of Economics Finance; Eas Tennessee Sae Universiy Frederick Wallace Dep. of Managemen Markeing; Prairie
More informationAn empirical application of the clean-surplus valuation model: The case of the London Stock Exchange
An empirical applicaion of he clean-surplus valuaion model: The case of he London Sock Exchange S. N. Spilioi Ahens Universiy of Economics and Business, Deparmen of Business Adminisraion, Paission 76,
More informationFinance Solutions to Problem Set #6: Demand Estimation and Forecasting
Finance 30210 Soluions o Problem Se #6: Demand Esimaion and Forecasing 1) Consider he following regression for Ice Cream sales (in housands) as a funcion of price in dollars per pin. My daa is aken from
More informationLinkages and Performance Comparison among Eastern Europe Stock Markets
Easern Europe Sock Marke hp://dx.doi.org/10.14195/2183-203x_39_4 Linkages and Performance Comparison among Easern Europe Sock Markes Faculdade de Economia da Universidade de Coimbra and GEMF absrac This
More informationPredictive Analytics : QM901.1x Prof U Dinesh Kumar, IIMB. All Rights Reserved, Indian Institute of Management Bangalore
Predicive Analyics : QM901.1x All Righs Reserved, Indian Insiue of Managemen Bangalore Predicive Analyics : QM901.1x Those who have knowledge don predic. Those who predic don have knowledge. - Lao Tzu
More informationA Screen for Fraudulent Return Smoothing in the Hedge Fund Industry
A Screen for Fraudulen Reurn Smoohing in he Hedge Fund Indusry Nicolas P.B. Bollen Vanderbil Universiy Veronika Krepely Universiy of Indiana May 16 h, 2006 Hisorical performance Cum. Mean Sd Dev CSFB Tremon
More informationManagement Science Letters
Managemen Science Leers 2 (2012 2863 2868 Conens liss available a GrowingScience Managemen Science Leers homepage: www.growingscience.com/msl An empirical sudy on marke iming heory: A case sudy of Tehran
More informationHedge Funds and Earnings Momentum
Inernaional Journal of Economics and Finance; Vol. 9, No. 10; 2017 ISSN 1916-971X E-ISSN 1916-9728 Published by Canadian Cener of Science and Educaion Hedge Funds and Earnings Momenum Daniel T. Lawson
More informationVolume 31, Issue 1. Pitfall of simple permanent income hypothesis model
Volume 31, Issue 1 ifall of simple permanen income hypohesis model Kazuo Masuda Bank of Japan Absrac ermanen Income Hypohesis (hereafer, IH) is one of he cenral conceps in macroeconomics. Single equaion
More informationFOREIGN INSTITUTIONAL INVESTOR S IMPACT ON STOCK PRICES IN INDIA
FOREIGN INSTITUTIONAL INVESTOR S IMPACT ON STOCK PRICES IN INDIA ANAND BANSAL Punjabi Universiy Guru Kashi Campus Damdama Sahib-530, Punjab Phone: +994736733; Fax: +9655099. Email: preemillie@yahoo.com
More informationMacroeconomic Variables Effect on US Market Volatility using MC-GARCH Model
Journal of Applied Finance & Banking, vol. 4, no. 1, 2014, 91-102 ISSN: 1792-6580 (prin version), 1792-6599 (online) Scienpress Ld, 2014 Macroeconomic Variables Effec on US Marke Volailiy using MC-GARCH
More informationVOLATILITY CLUSTERING, NEW HEAVY-TAILED DISTRIBUTION AND THE STOCK MARKET RETURNS IN SOUTH KOREA
64 VOLATILITY CLUSTERING, NEW HEAVY-TAILED DISTRIBUTION AND THE STOCK MARKET RETURNS IN SOUTH KOREA Yoon Hong, PhD, Research Fellow Deparmen of Economics Hanyang Universiy, Souh Korea Ji-chul Lee, PhD,
More informationAccruals and the performance of stock returns following external financing activities *
Accruals and he performance of sock reurns following exernal financing aciviies * Georgios Papanasasopoulos Deparmen of Banking and Financial Managemen of he Universiy of Piraeus Deparmen of Economics
More informationThe probability of informed trading based on VAR model
Universiy of Wollongong Research Online Faculy of Commerce - Papers (Archive) Faculy of Business 29 The probabiliy of informed rading based on VAR model Min Xu Beihang Universiy, xumin_828@sina.com Shancun
More informationR e. Y R, X R, u e, and. Use the attached excel spreadsheets to
HW # Saisical Financial Modeling ( P Theodossiou) 1 The following are annual reurns for US finance socks (F) and he S&P500 socks index (M) Year Reurn Finance Socks Reurn S&P500 Year Reurn Finance Socks
More informationSTOCK PRICE REACTION TO DIVIDEND CHANGES: AN EMPIRICAL TEST
STOCK PRICE REACTION TO DIVIDEND CHANGES: AN EMPIRICAL TEST By Luis Lu Zou Shi BBA, Simon Fraser Universiy, 2009 Zhou Fang B.Ec, Zhongnan Universiy of Economics and Law, 2009 THESIS SUBMITTED IN PARTIAL
More informationInternet Appendix for The dark side of analyst coverage: The case of innovation
Inerne Appendix for The dark side of analys coverage: The case of innovaion This inerne appendix provides robusness ess and supplemenal analyses o he main resuls presened in The Dark Side of Analys Coverage:
More informationDoes Gold Love Bad News? Hedging and Safe Haven of Gold against Stocks and Bonds
Does Gold Love Bad News? Hedging and Safe Haven of Gold agains Socks and Bonds Samar Ashour* Universiy of Texas a Arlingon samar.ashour@mavs.ua.edu (682) 521-7675 January 23 2015 *Corresponding auhor:
More informationCHAPTER CHAPTER18. Openness in Goods. and Financial Markets. Openness in Goods, and Financial Markets. Openness in Goods,
Openness in Goods and Financial Markes CHAPTER CHAPTER18 Openness in Goods, and Openness has hree disinc dimensions: 1. Openness in goods markes. Free rade resricions include ariffs and quoas. 2. Openness
More informationJonathan W. Lewellen. Submitted in Partial Fulfillment. of the. Requirements for the Degree. Doctor of Philosophy. Supervised by Professor Jay Shanken
On he Predicabiliy of Sock Reurns: Theory and Evidence by Jonahan W. Lewellen Submied in Parial Fulfillmen of he Requiremens for he Degree Docor of Philosophy Supervised by Professor Jay Shanken William
More informationINSTITUTE OF ACTUARIES OF INDIA
INSIUE OF ACUARIES OF INDIA EAMINAIONS 23 rd May 2011 Subjec S6 Finance and Invesmen B ime allowed: hree hours (9.45* 13.00 Hrs) oal Marks: 100 INSRUCIONS O HE CANDIDAES 1. Please read he insrucions on
More informationDescription of the CBOE Russell 2000 BuyWrite Index (BXR SM )
Descripion of he CBOE Russell 2000 BuyWrie Index (BXR SM ) Inroducion. The CBOE Russell 2000 BuyWrie Index (BXR SM ) is a benchmark index designed o rack he performance of a hypoheical a-he-money buy-wrie
More informationRational Expectation and Expected Stock Returns
aional Expecaion and Expeced Sock eurns Chia-Cheng Ho Deparmen of Finance Naional Chung Cheng Universiy Chia-Yi Taiwan epublic of China fincch@ccu.edu.w Chien-Ting Lin* School of Commerce Universiy of
More informationLabor Cost and Sugarcane Mechanization in Florida: NPV and Real Options Approach
Labor Cos and Sugarcane Mechanizaion in Florida: NPV and Real Opions Approach Nobuyuki Iwai Rober D. Emerson Inernaional Agriculural Trade and Policy Cener Deparmen of Food and Resource Economics Universiy
More informationAPRA Research Methodology for Analysis of Superannuation Funds
Curren Research Quesions APRA Research Mehodology for Analysis of Superannuaion Funds Wha are he deerminans of he cross-secional variaion in superannuaion reurns? Asse allocaion, manager skill, expenses/axes
More information1 Purpose of the paper
Moneary Economics 2 F.C. Bagliano - Sepember 2017 Noes on: F.X. Diebold and C. Li, Forecasing he erm srucure of governmen bond yields, Journal of Economerics, 2006 1 Purpose of he paper The paper presens
More informationA Decision Model for Investment Timing Using Real Options Approach
A Decision Model for Invesmen Timing Using Real Opions Approach Jae-Han Lee, Jae-Hyeon Ahn Graduae School of Managemen, KAIST 207-43, Cheongrangri-Dong, Dongdaemun-Ku, Seoul, Korea ABSTRACT Real opions
More informationGUIDELINE Solactive Gold Front Month MD Rolling Futures Index ER. Version 1.1 dated April 13 th, 2017
GUIDELINE Solacive Gold Fron Monh MD Rolling Fuures Index ER Version 1.1 daed April 13 h, 2017 Conens Inroducion 1 Index specificaions 1.1 Shor name and ISIN 1.2 Iniial value 1.3 Disribuion 1.4 Prices
More informationThe Impact of Portfolio Disclosure on Hedge Fund. Performance, Fees, and Flows. Zhen Shi
The Impac of Porfolio Disclosure on Hedge Fund Performance, Fees, and Flows by Zhen Shi A Disseraion Presened in Parial Fulfillmen of he Requiremens for he Degree Docor of Philosophy Approved April 2011
More informationAsymmetric liquidity risks and asset pricing
Asymmeric liquidiy risks and asse pricing Sean Anhonisz and Tālis J. Puniņš Universiy of Technology Sydney 6 h Financial Risks Inernaional Forum on Liquidiy Risk 26 March 2013 Liquidiy level Liquidiy affecs
More informationMacroeconomics II A dynamic approach to short run economic fluctuations. The DAD/DAS model.
Macroeconomics II A dynamic approach o shor run economic flucuaions. The DAD/DAS model. Par 2. The demand side of he model he dynamic aggregae demand (DAD) Inflaion and dynamics in he shor run So far,
More informationThe Impact of Management Confidence on Capital Structure. Barry R Oliver a* Australian National University, Canberra, 0200, Australia
The Impac of Managemen Confidence on Capial Srucure Barry R Oliver a* a School of Finance and Applied Saisics, Faculy of Economics and Commerce, Ausralian Naional Universiy, Canberra, 0200, Ausralia Absrac
More informationReturn-Volume Dynamics of Individual Stocks: Evidence from an Emerging Market
Reurn-Volume Dynamics of Individual Socks: Evidence from an Emerging Marke Cein Ciner College of Business Adminisraion Norheasern Universiy 413 Hayden Hall Boson, MA 02214 Tel: 617-373 4775 E-mail: c.ciner@neu.edu
More informationSTABLE BOOK-TAX DIFFERENCES, PRIOR EARNINGS, AND EARNINGS PERSISTENCE. Joshua C. Racca. Dissertation Prepared for Degree of DOCTOR OF PHILOSOPHY
STABLE BOOK-TAX DIFFERENCES, PRIOR EARNINGS, AND EARNINGS PERSISTENCE Joshua C. Racca Disseraion Prepared for Degree of DOCTOR OF PHILOSOPHY UNIVERSITY OF NORTH TEXAS Augus 0 APPROVED: Teresa Conover,
More informationA NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION 247
Journal of Applied Economics, Vol. VI, No. 2 (Nov 2003), 247-253 A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION 247 A NOTE ON BUSINESS CYCLE NON-LINEARITY IN U.S. CONSUMPTION STEVEN COOK *
More informationUnemployment and Phillips curve
Unemploymen and Phillips curve 2 of The Naural Rae of Unemploymen and he Phillips Curve Figure 1 Inflaion versus Unemploymen in he Unied Saes, 1900 o 1960 During he period 1900 o 1960 in he Unied Saes,
More informationChapter 10: The Determinants of Dividend Policy
Chaper 10: The Deerminans of Dividend Policy 1. True True False 2. This means ha firms generally prefer no o change dividends, paricularly downwards. One explanaion for his is he clienele hypohesis. Tha
More informationInternational transmission of shocks:
Inernaional ransmission of shocks: A ime-varying FAVAR approach o he Open Economy Philip Liu Haroon Mumaz Moneary Analysis Cener for Cenral Banking Sudies Bank of England Bank of England CEF 9 (Sydney)
More informationPortfolio investments accounted for the largest outflow of SEK 77.5 billion in the financial account, which gave a net outflow of SEK billion.
BALANCE OF PAYMENTS DATE: 27-11-27 PUBLISHER: Saisics Sweden Balance of Paymens and Financial Markes (BFM) Maria Falk +46 8 6 94 72, maria.falk@scb.se Camilla Bergeling +46 8 6 942 6, camilla.bergeling@scb.se
More informationOutput: The Demand for Goods and Services
IN CHAPTER 15 how o incorporae dynamics ino he AD-AS model we previously sudied how o use he dynamic AD-AS model o illusrae long-run economic growh how o use he dynamic AD-AS model o race ou he effecs
More informationThe relationship between stock liquidity risk and financial information quality criteria in Tehran Stock Exchange
Iranian Journal of Managemen Sudies (IJMS) hp://ijms.u.ac.ir/ Vol. 8, No. 4, Ocober 2015 Prin ISSN: 2008-7055 pp: 503-521 Online ISSN: 2345-3745 The relaionship beween sock liquidiy risk and financial
More informationGUIDELINE Solactive Bitcoin Front Month Rolling Futures 5D Index ER. Version 1.0 dated December 8 th, 2017
GUIDELINE Solacive Bicoin Fron Monh Rolling Fuures 5D Index ER Version 1.0 daed December 8 h, 2017 Conens Inroducion 1 Index specificaions 1.1 Shor name and ISIN 1.2 Iniial value 1.3 Disribuion 1.4 Prices
More informationProblem Set 1 Answers. a. The computer is a final good produced and sold in Hence, 2006 GDP increases by $2,000.
Social Analysis 10 Spring 2006 Problem Se 1 Answers Quesion 1 a. The compuer is a final good produced and sold in 2006. Hence, 2006 GDP increases by $2,000. b. The bread is a final good sold in 2006. 2006
More informationThe Momentum Effect on Estimating the Cost of Equity Capital for Property-Liability Insurers
The Momenum Effec on Esimaing he Cos of Equiy Capial for Propery-Liabiliy Insurers Joseph J. Tien Tamkang Universiy Jennifer L. Wang Naional Chengchi Universiy Absrac The purpose of his paper is o es wheher
More informationCorporate Finance. Capital budgeting. Standalone risk of capital project
Corporae Finance Capial budgeing Iniial oulay = FCInv + NWCInv Sal afer ax operaing cashflow = 0 + T ( Sal0 B0 ) ( R C)( 1 ax) + ax Ter min al year non opereaing cashflow = Sal T Dep + NWCInv ax ( Sal
More informationRevenues and Earnings as Key Value Drivers in Various Contexts: Implications for Financial Management and Statement Analysis
Revenues and Earnings as Key Value Drivers in Various Conexs: Implicaions for Financial Managemen and Saemen Analysis Iay Kama Graduae School of Business Adminisraion Tel Aviv Universiy Tel Aviv 69978,
More informationOn the Relationship between Time-Varying Price dynamics of the Underlying. Stocks: Deregulation Effect on the Issuance of Third-Party Put Warrant
On he Relaionship beween Time-Varying Price dynamics of he Underlying Socks: Deregulaion Effec on he Issuance of Third-Pary Pu Warran Yi-Chen Wang * Deparmen of Financial Operaions, Naional Kaohsiung Firs
More informationCurrent vs. Permanent Earnings for Estimating Alternative Dividend Payment Behavioral Model: Theory, Methods and Applications
Curren vs. ermanen Earnings for Esimaing Alernaive Dividend aymen Behavioral Model: Theory, Mehods and Applicaions Cheng Few Lee Rugers Universiy, USA lee@business.rugers.edu Hong-Yi Chen Naional Cenral
More informationCountry-Specific Idiosyncratic Risk and Global Equity Index Returns
Counry-Specific Idiosyncraic Risk and Global Equiy Index Reurns C. James Hueng and Ruey Yau Absrac: The idiosyncraic volailiy puzzle arises from he empirical evidence ha socks wih higher pas idiosyncraic
More informationThe NASDAQ Restructuring: Do Names Even Matter?
The NASDAQ Resrucuring: Do Names Even Maer? Kevin D. Broom 1 1 Deparmen of Healh Managemen & Policy, Sain Louis Universiy, Unied Saes Correspondence: Kevin D. Broom, Assisan Professor, Deparmen of Healh
More informationCentre for Investment Research Discussion Paper Series
Cenre for Invesmen Research Discussion Paper Series Discussion Paper # 07-01* Converible Arbirage: Risk and Reurn Mark Huchinson Universiy College Cork, Ireland Liam Gallagher Dublin Ciy Universiy, Ireland
More informationAn Analysis of Trend and Sources of Deficit Financing in Nepal
Economic Lieraure, Vol. XII (8-16), December 014 An Analysis of Trend and Sources of Defici Financing in Nepal Deo Narayan Suihar ABSTRACT Defici financing has emerged as an imporan ool of financing governmen
More informationSummer Research Paper. Investigating the Role of Financial Analysts in the Internet Bubble
Summer Research Paper Invesigaing he Role of Financial Analyss in he Inerne Bubble Conduced by: Yao Tian Supervised by: Pa O Brien Summer, 2004 1 1 I hank Pa O Brien for her insigh and research guidance
More informationa. If Y is 1,000, M is 100, and the growth rate of nominal money is 1 percent, what must i and P be?
Problem Se 4 ECN 101 Inermediae Macroeconomics SOLUTIONS Numerical Quesions 1. Assume ha he demand for real money balance (M/P) is M/P = 0.6-100i, where is naional income and i is he nominal ineres rae.
More informationMarket timing and capital structure: Evidence from a decomposition of the market-to-book ratio. Salma Kasbi 1. Université Paris-Dauphine, DRM-CEREG
Marke iming and capial srucure: Evidence from a decomposiion of he marke-o-book raio Salma Kasbi 1 Universié Paris-Dauphine, DRM-CEREG This sudy examines he impac of marke iming on capial srucure. Using
More informationCURRENCY CHOICES IN VALUATION AND THE INTEREST PARITY AND PURCHASING POWER PARITY THEORIES DR. GUILLERMO L. DUMRAUF
CURRENCY CHOICES IN VALUATION AN THE INTEREST PARITY AN PURCHASING POWER PARITY THEORIES R. GUILLERMO L. UMRAUF TO VALUE THE INVESTMENT IN THE OMESTIC OR FOREIGN CURRENCY? Valuing an invesmen or an acquisiion
More informationDEBT INSTRUMENTS AND MARKETS
DEBT INSTRUMENTS AND MARKETS Zeroes and Coupon Bonds Zeroes and Coupon Bonds Ouline and Suggesed Reading Ouline Zero-coupon bonds Coupon bonds Bond replicaion No-arbirage price relaionships Zero raes Buzzwords
More information