Analysis of the Relation between Treasury Stock and Common Shares Outstanding

Similar documents
REIT ETFs performance during the financial crisis

Relationship between Inflation and Unemployment in India: Vector Error Correction Model Approach

Why the saving rate has been falling in Japan

Equity Price Dynamics Before and After the Introduction of the Euro: A Note*

ESTIMATING MONEY DEMAND FUNCTION OF BANGLADESH

Inflation and inflation uncertainty in Argentina,

Thi-Thanh Phan, Int. Eco. Res, 2016, v7i6, 39 48

Cointegration and Price Discovery between Equity and Mortgage REITs

Foreign Capital inflows and Domestic Saving in Pakistan: Cointegration techniques and Error Correction Modeling

COINTEGRATION AND MARKET EFFICIENCY: AN APPLICATION TO THE CANADIAN TREASURY BILL MARKET. Soo-Bin Park* Carleton University, Ottawa, Canada K1S 5B6

Relationship between Oil Price, Exchange Rates and Stock Market: An Empirical study of Indian stock market

AN EMPIRICAL ANALYSIS OF THE PUBLIC DEBT RELEVANCE TO THE ECONOMIC GROWTH OF THE USA

Linkage between Gold and Crude Oil Spot Markets in India-A Cointegration and Causality Analysis

Sectoral Analysis of the Demand for Real Money Balances in Pakistan

Factor Affecting Yields for Treasury Bills In Pakistan?

Does External Debt Increase Net Private Wealth? The Relative Impact of Domestic versus External Debt on the US Demand for Money

Exchange Rate Market Efficiency: Across and Within Countries

An Empirical Analysis of the Relationship between Macroeconomic Variables and Stock Prices in Bangladesh

DOES GOVERNMENT SPENDING GROWTH EXCEED ECONOMIC GROWTH IN SAUDI ARABIA?

Dynamic Linkages between Newly Developed Islamic Equity Style Indices

Hedging effectiveness of European wheat futures markets

Structural Cointegration Analysis of Private and Public Investment

Do core inflation measures help forecast inflation? Out-of-sample evidence from French data

Testing the Stability of Demand for Money in Tonga

GDP, Share Prices, and Share Returns: Australian and New Zealand Evidence

LAMPIRAN. Lampiran I

Market Integration, Price Discovery, and Volatility in Agricultural Commodity Futures P.Ramasundaram* and Sendhil R**

Information Flows Between Eurodollar Spot and Futures Markets *

THE IMPACT OF FINANCIAL CRISIS IN 2008 TO GLOBAL FINANCIAL MARKET: EMPIRICAL RESULT FROM ASIAN

How do stock prices respond to fundamental shocks?

Anexos. Pruebas de estacionariedad. Null Hypothesis: TES has a unit root Exogenous: Constant Lag Length: 0 (Automatic - based on SIC, maxlag=9)

Testing for the Fisher Hypothesis in Namibia

Unemployment and Labour Force Participation in Italy

British Journal of Economics, Finance and Management Sciences 29 July 2017, Vol. 14 (1)

Personal income, stock market, and investor psychology

Impact of FDI and Net Trade on GDP of India Using Cointegration approach

Foreign direct investment and profit outflows: a causality analysis for the Brazilian economy. Abstract

Volume 29, Issue 2. Measuring the external risk in the United Kingdom. Estela Sáenz University of Zaragoza

Spending for Growth: An Empirical Evidence of Thailand

RE-EXAMINE THE INTER-LINKAGE BETWEEN ECONOMIC GROWTH AND INFLATION:EVIDENCE FROM INDIA

Impact of Fed s Credit Easing on the Value of U.S. Dollar

Multivariate Causal Estimates of Dividend Yields, Price Earning Ratio and Expected Stock Returns: Experience from Malaysia

The relationship between output and unemployment in France and United Kingdom

Government Tax Revenue, Expenditure, and Debt in Sri Lanka : A Vector Autoregressive Model Analysis

A joint Initiative of Ludwig-Maximilians-Universität and Ifo Institute for Economic Research

EXAMINING THE RELATIONSHIP BETWEEN SPOT AND FUTURE PRICE OF CRUDE OIL

How can saving deposit rate and Hang Seng Index affect housing prices : an empirical study in Hong Kong market

Does the Unemployment Invariance Hypothesis Hold for Canada?

1 An Analysis of the Dynamic Relationships Between the South African Equity Market and Major World Equity Markets*

Surasak Choedpasuporn College of Management, Mahidol University. 20 February Abstract

The Demand for Money in China: Evidence from Half a Century

Department of Economics Working Paper

Determinants of Stock Prices in Ghana

The Demand for Money in Mexico i

ARIMA ANALYSIS WITH INTERVENTIONS / OUTLIERS

University of Macedonia Department of Economics. Discussion Paper Series. Inflation, inflation uncertainty and growth: are they related?

An Empirical Study on the Determinants of Dollarization in Cambodia *

STUDY ON THE CONCEPT OF OPTIMAL HEDGE RATIO AND HEDGING EFFECTIVENESS: AN EXAMPLE FROM ICICI BANK FUTURES

Impact of Some Selected Macroeconomic Variables (Money Supply and Deposit Interest Rate) on Share Prices: A Study of Dhaka Stock Exchange (DSE)

Testing Forward Rate Unbiasedness in India an Econometric Analysis of Indo-US Forex Market

An Investigation of Effective Factors on Export in Iran

A causal relationship between foreign direct investment, economic growth and export for Central and Eastern Europe Zuzana Gallová 1

Forecasting the Philippine Stock Exchange Index using Time Series Analysis Box-Jenkins

CHAPTER III METHODOLOGY

EVIDENCES OF INTERDEPENDENCY IN THE POLICY RESPONSES OF MAJOR CENTRAL BANKS: AN ECONOMETRIC ANALYSIS USING VAR MODEL

Asian Economic and Financial Review THE EFFECT OF OIL INCOME ON REAL EXCHANGE RATE IN IRANIAN ECONOMY. Adibeh Savari. Hassan Farazmand.

Applied Econometrics and International Development. AEID.Vol. 5-3 (2005)

Investigation of Relationship between Stock Prices, Interest Rate and Exchange Rate Fluctuations

Institute of Economic Research Working Papers. No. 63/2017. Short-Run Elasticity of Substitution Error Correction Model

US HFCS Price Forecasting Using Seasonal ARIMA Model

INTERDEPENDENCE OF THE BANKING SECTOR AND THE REAL SECTOR: EVIDENCE FROM OECD COUNTRIES

IS CHINA S AGRICULTURAL FUTURES MARKET EFFICIENT? H. Holly Wang

CAN MONEY SUPPLY PREDICT STOCK PRICES?

Long-run Consumption Risks in Assets Returns: Evidence from Economic Divisions

The effect of Money Supply and Inflation rate on the Performance of National Stock Exchange

PUBLIC DEBT AND DEFICIT IN MEXICO: COMMENT* JohnH. Welch. Federal Reserve Bank of Dallas

The source of real and nominal exchange rate fluctuations in Thailand: Real shock or nominal shock

Discussion Paper Series No.196. An Empirical Test of the Efficiency Hypothesis on the Renminbi NDF in Hong Kong Market.

International journal of Science Commerce and Humanities Volume No 2 No 1 January 2014

Dividend, investment and the direction of causality

Impacts of Corn Price and Imported Beef Price on Domestic Beef Price in South Korea. GwanSeon Kim and Mark Tyler

Determinants of Cyclical Aggregate Dividend Behavior

Relationship between Zambias Exchange Rates and the Trade Balance J Curve Hypothesis

A study on the long-run benefits of diversification in the stock markets of Greece, the UK and the US

Brief Sketch of Solutions: Tutorial 2. 2) graphs. 3) unit root tests

Most recent studies of long-term interest rates have emphasized term

Cointegration Tests and the Long-Run Purchasing Power Parity: Examination of Six Currencies in Asia

IMPACT OF TRADE OPENNESS ON MACROECONOMIC VARIABLES AND GDP GROWTH IN PAKISTAN AND INDIA

The Effects of Oil Shocks on Turkish Macroeconomic Aggregates

Exchange Rate and Economic Performance - A Comparative Study of Developed and Developing Countries

CHAPTER V RELATION BETWEEN FINANCIAL DEVELOPMENT AND ECONOMIC GROWTH DURING PRE AND POST LIBERALISATION PERIOD

An empirical study on the dynamic relationship between crude oil prices and Nigeria stock market

Impact of FDI on Economic Development: A Causality Analysis for Singapore,

The Dynamics between Government Debt and Economic Growth in South Asia: A Time Series Approach

Application of Structural Breakpoint Test to the Correlation Analysis between Crude Oil Price and U.S. Weekly Leading Index

A Study of Stock Return Distributions of Leading Indian Bank s

EMPIRICAL STUDY ON RELATIONS BETWEEN MACROECONOMIC VARIABLES AND THE KOREAN STOCK PRICES: AN APPLICATION OF A VECTOR ERROR CORRECTION MODEL

THE USA SHADOW ECONOMY AND THE UNEMPLOYMENT RATE: GRANGER CAUSALITY RESULTS

Intraday arbitrage opportunities of basis trading in current futures markets: an application of. the threshold autoregressive model.

Efficiency of Commodity Markets: A Study of Indian Agricultural Commodities

Transcription:

Analysis of the Relation between Treasury Stock and Common Shares Outstanding Stoyu I. Nancie Fimbel Investment Fellow Associate Professor San José State University Accounting and Finance Department Lucas College and Graduate School of Business One Washington Square San José, CA 95192-0066 Phone: (408) 924-3465 Email: stoyu.ivanov@sjsu.edu

Abstract This study attempts to examine the relation of treasury stock to total shares outstanding in the US. We examine if this relation exists on annual basis in the period 1959 to 2016. We use cointegration analysis and estimate a vector error correction model (VECM) of this relation. We find that there is a steady increase of treasury stock as a proportion to shares outstanding starting in the 80s. We also document that both shares outstanding and treasury stock are non-stationary. Because the series are integrated we use cointegration analysis and make a first attempt at representing the relation between treasury stock and shares outstanding with a statistical model. It is well documented in the literature that US companies have started using share repurchases instead of dividends to reward shareholders in the 80s. However, the relation of shares outstanding and treasury stock has not been examined. This study attempts to fill this void in the literature, which can help corporate finance managers and academics in their quest to improve payout policy. Keywords: treasury stock, shares outstanding, cointegration, VECM JEL Classification: G30, G35 Inquiries & Perspectives 88

1. Introduction In this study we examine the relation of treasury stock to the company s total shares outstanding. It is well documented in the literature that share repurchases have substituted dividends as the preferred method for returning cash back to shareholders (Masulis, 1980; Jagannathan, Stephens and Weisbach, 2000; Dittmar, 2000). It is also documented that share repurchases can be a pricing factor (Boudoukh, Michaely, Richardson and Roberts, 2007). When a company buys back shares in open markets these shares get accumulated in treasury stock and thus reduce the number of shares outstanding of the firm. An alternative way of getting treasury stock is at the initial public offering (IPO) when firms might not issue all approved shares to be issued, which also are retained as treasury stock. Treasury stock have no voting rights and do not pay dividends. Treasury stock can be added back into the shares outstanding of the firm when the firm sells them back in the open market, or when the treasury stock is given as compensation to employees or shareholders in the form of stock dividend. In comparison, shares outstanding are the shares held in the open market and held outside of the company that issued them. Shares outstanding are created at IPO. The number of shares outstanding obviously can fluctuate because of seasoned equity offerings, stock dividends, employee compensation and share repurchases. Therefore, there is a direct link between shares outstanding and treasury stock, which requires further examination and which we attempt to perform in this study. We document that both shares outstanding and treasury stock are integrated but also that there is a steady increase of treasury stock as a proportion to shares outstanding in the examined period 1959 to 2016. We also find that despite integrated a relation can be expressed formally between shares outstanding and treasury stock and make a first attempt, to the best of our knowledge, at representing it by a statistical model. 2. Literature Review Masulis (1980) finds capital structure and capital distribution reasons for stock repurchases by firms. Similarly, Dittmar (2000) studies stock repurchases and the motivation of firms to conduct them in the period 1977-1996. He finds that firms choose to repurchase their own stock is when the firm believes its stock is undervalued or to distribute back capital. However, he finds also that these are not the only reasons for stock repurchases, he documents that firms repurchase shares to alter their capital structure. Jagannathan, Stephens and Weisbach (2000) study why firms choose to use repurchases rather than dividends and finds that repurchases provide firms with more flexibility and as such are prefered by firms with higher temporary non-operating cash-flows whereas dividends are prefered by firms with higher permanent operating cash-flows. Besides corporate finance objectives firms buy and sell their stock for market-microstructure reasons too. De Cesari, Espenlaub and Khurshed (2011) study treasury stock and common shares outstanding activities and their effects on common stock prices in Italy. They choose to study Italy rather than the US because of the greater freedom of companies to buy and sell their own stock Inquiries & Perspectives 89

relative to the US and other developed countries. They point out that in Italy a company can repurchase up to 10% of fully paid shares outstanding and can last up to 18 months. In the US repurchases are authorized and managed by the firm s board of directors without any time limits. However, stock repurchases in the US are subject to much more strict insider trading and stock manipulation laws than Italy, which makes the Italian repurchase programs less restrictive. They find that the buying and selling of own company shares improve the liquidity of their stock and reduce their volatility. In a separate strand of the repurchase literature, Boudoukh, Michaely, Richardson and Roberts (2007) show that incorporating repurchases into the payout yield in addition to dividends improves asset pricing models. What all these studies suggest is that own stock repurchases and sales by the firm are an important factor, which needs special attention. What the literature has not addressed so far is what relation does the buying and selling of the own stock have with the total shares outstanding of the firm. We attempt to fill this void in the literature by addressing the question is a company s treasury stock related somehow to the company s shares outstanding? 3. Methodology Since this is time-series based study we first employ standard Augmented Dickey Fuller and Phillips-Perron Unit Root tests to examine stationarity. Both tests have null hypothesis of unit roots. This is necessary to establish stationarity and be able to conduct simple ANOVA, correlation and regression analysis. Due to the prior literature establishing that the series are most likely integrated we rely on the Granger representation theorem (Engle and Granger, 1987), which states that when two series are integrated a cointegration of order k can be estimated for their relation. We use the Johansen Cointegration Test to establish the rank of cointegration and a vector error correction model VECM(p) to estimate a fitting model for this relation. A VECM(p) with the cointegration rank r<=k can be expressed as: p yt = yt 1 (1) * 1 i yt i t, i= 1 where is the difference operator, = ', where and are k*r matrices and is the adjustment coefficient and is the long-run parameter. We use the Akaike Information Criterion (AIC) and Schwarz Bayesian Criterion (SBC) for the selection of the most parsimonious model to represent the relation between shares outstanding and treasury stock. AIC measures the relative quality of statistical models by controlling for the number of variables used in each competing model. It also estimates the quality of each model, relative to other model-candidates. Similarly, SBC controls for number of parameters used. Both AIC and SBC introduce a penalty term for the number of parameters in each model-candidate - the penalty term is larger in SBC than in AIC, thus making SBC the more conservative criterion. The lower AIC and SBC the more parsimonious the model. 4. Data and Analysis The data in this study are from the Center for Research in Security Prices (CRSP) at the University of Chicago. The data are annual and span the period 1959 to 2016. Inquiries & Perspectives 90

Figure 1. Ratio of treasury stock to total shares outstanding(1959-2016) Figure 1 presents the ratio of treasury stock to total shares outstanding in the examined period. Clearly, there is a steady increase of treasury stock accumulated by companies in the US as a proportion to shares outstanding. This is consistent with the findings of Fama and French (2001) and Grullon and Michaely (2002) that companies have started reducing dividend payouts in the 80s and substituting them with stock repurchases. Figures 2 and 3 show that individually, both total shares outstanding and total treasury stock are non-stationary and exhibit sharp positive trends. Figure 2. Total Number of Shares Outstanding, Yearly. Inquiries & Perspectives 91

Table 1. Summary Statistics Figure 3. Total Number of Treasury Stock, Yearly. N Mean St Dev Min Max tso 58 194686 251656 1.941 734576 tts 58 18750.1 26075.5 0.027 80064.4 Note: tso is total shares outstanding and tts is total treasury stock. Even though visually convincing, as standard in the cointegration analysis methodology, we first formally test for the presence of unit roots. We employ standard Augmented Dickey Fuller and Phillips-Perron Unit Root tests, which both have null hypothesis of unit roots. Table 2 reports results of the unit root tests. Both tests fail to reject the null hypothesis of unit roots in total shares outstanding and total treasury stock for the zero mean, single mean and trend model specifications. Considering that both shares outstanding and treasury stock series are non-stationary we cannot use simple correlation analyis to draw conclusions since correlation coefficients on non-stationary data are meaningless. However, non-stationarity among two series can be studied with the methods of cointegration. The fact that both shares outstanding and treasury stock are non-stationary we can use the Granger representation theorem (Engle and Granger, 1987) to formally test for cointegration between the two series. Table 2. Unit Root Tests Dickey-Fuller Unit Root Tests Phillips-Perron Unit Root Test Type Rho Pr < Rho Tau Pr < Tau Rho Pr < Rho Tau Pr < Tau tso Zero Mean -3.70 0.18-0.92 0.31 1.36 0.95 1.67 0.98 Single Mean -4.39 0.48-1.25 0.64 0.40 0.97 0.40 0.98 Trend -8.56 0.51-1.79 0.70-2.95 0.94-1.53 0.81 tts Zero Mean 2.03 0.99 1.21 0.94 2.93 1.00 4.15 1.00 Single Mean 1.07 0.99 0.63 0.99 2.19 1.00 2.59 1.00 Trend -2.99 0.93-1.27 0.89-0.79 0.99-0.53 0.98 Inquiries & Perspectives 92

Note: tso is total shares outstanding and tts is total treasury stock. Thus, we next proceed with formally testing for cointegration between the two series of shares outstanding and treasury stock. Table 3 reports the Johansen Cointegration Test results on the two series. Panel A displays the unrestricted test and Panel B the restricted test. Both test results suggest rejection of no-cointegration. The unrestricted model suggests that the two series are cointegrated at a rank of at least one. Naturally, since there are only two variables technically the rank cannot be higher than one. Table 3. Johansen Trace Cointegration Test Results Panel A. Cointegration Rank Test Using Trace H0: Rank=r H1: Rank>r Eigenvalue Trace Pr > Trace Drift in ECM Drift in Process 0 0 0.4666 37.86*** <.0001 Constant Linear 1 1 0.0824 4.55** 0.0326 Panel B. Cointegration Rank Test Using Trace Under Restriction H0: Rank=r H1: Rank>r Eigenvalue Trace Pr > Trace Drift in ECM Drift in Process 0 0 0.4675 38.07*** 0.0001 Constant Constant 1 1 0.0844 4.67 0.3215 Note: ***, **, * represent statistical significance at the 1, 5 and 10% confidence level. Considering that the series are cointegrated the next step in the analysis is to estimate a VECM as expressed in equation (1). We use the AIC and SBC information criteria for the selection of the most parsimonious model. Table 4 presents the estiamtes of the most parsimonious vector error correction model of the total shares outstanding and total treasury stock series, which has AIC of 34.10 and SBC of 34.90. Table 4. Model Estimates Equation Parameter Estimate Pr > t Variable D_tso CONST1 3370.18 0.46 1 AR1_1_1-0.32 tso(t-1) AR1_1_2 2.86 tts(t-1) AR2_1_1 0.92*** 0.00 D_tso(t-1) AR2_1_2-0.86 0.74 D_tts(t-1) AR3_1_1 0.82*** 0.01 D_tso(t-2) AR3_1_2-16.62*** 0.00 D_tts(t-2) AR4_1_1 0.72** 0.02 D_tso(t-3) AR4_1_2 10.74*** 0.00 D_tts(t-3) AR5_1_1 0.75** 0.02 D_tso(t-4) AR5_1_2-11.87*** 0.00 D_tts(t-4) D_tts CONST2-360.54* 0.10 1 AR1_2_1 0.06 tso(t-1) AR1_2_2-0.56 tts(t-1) AR2_2_1 0.02 0.26 D_tso(t-1) AR2_2_2 0.89*** 0.00 D_tts(t-1) AR3_2_1-0.02 0.17 D_tso(t-2) AR3_2_2-0.61*** 0.00 D_tts(t-2) AR4_2_1-0.04*** 0.00 D_tso(t-3) Inquiries & Perspectives 93

AR4_2_2 0.65*** 0.00 D_tts(t-3) AR5_2_1-0.03* 0.10 D_tso(t-4) AR5_2_2-0.32*** 0.00 D_tts(t-4) Note: tso is total shares outstanding and tts is total treasury stock. ***, **, * represent statistical significance at the 1, 5 and 10% confidence level. Therefore, the fitted vector error correction model of the relation between treasury stock and shares outstanding as represented in equation (1) can be expressed as: 3370.18 0.32 2.86 0.92 yt = yt 1 360.54 0.06 0.56 0.02 0.72 10.74 0.75 11.87 yt 3 y 0.04 0.65 0.03 0.32 t 4 0.86 y 0.89 t t 1 0.82 0.02 16.62 y 0.61 t 2 Table 5 shows the long-run and adjustment coefficients for the relation between shares outstanding and treasury stock. The table shows that the cointegrating vector is ˆ = (1, 9.07)', which suggests that the long-term relation between shares outstanding and treasury stock can be represented by the following equation: TSO = 9.07 TTS. Table 5. Long Run and Adjustment Coefficients Table Long-Run Parameter Beta Estimates When RANK=1 Variable 1 tso 1 tts -9.07 Adjustment Coefficient Alpha Estimates When RANK=1 Variable 1 tso -0.32 tts 0.06 The tests on residuals show that both treasury stock and shares outstanding are normaly distributed but that shares outstanding have ARCH effects, as shown in Table 6. Table 6. White Noise Tests on Residuals Univariate Model White Noise Diagnostics Variable Durbin Normality ARCH Watson Chi-Square Pr > ChiSq F Value Pr > F tso 1.5172 0.4900 0.7810 12.2100 0.0011 tts 2.3039 1.2900 0.5260 0.0400 0.8487 5. Conclusion In this study, we examine on annual basis the relation of treasury stock to the company s total shares outstanding in the US in the period 1959 to 2016. We document that both shares outstanding and treasury stock are integrated but also that there is a steady increase of treasury stock as a proportion to shares outstanding. This is consistent with the findings of Fama and French (2001) Inquiries & Perspectives 94

and Grullon and Michaely (2002) that companies have started decreasing their use of dividends as a form of payouts in the 80s and have started substituting dividends with stock repurchases. We also find that even though integrated a relation does exist between shares outstanding and treasury stock and make a first attempt at representing it by a statistical model. A natural limitation of the study is the use of annual US data. In a future study, if higher frequency data, for international markets, become available on these variables the authors plan to extend this study and test if such a relation exists at the higher frequency level and around the world. References Boudoukh, J., Michaely, R., Richardson, M., & Roberts, M. R. (2007). On the importance of measuring payout yield: Implications for empirical asset pricing. The Journal of Finance, 62(2), 877-915. De Cesari, A., Espenlaub, S., & Khurshed, A. (2011). Stock repurchases and treasury share sales: Do they stabilize price and enhance liquidity?. Journal of Corporate Finance, 17(5), 1558-1579. Dittmar, A. K. (2000). Why do firms repurchase stock. The Journal of Business, 73(3), 331-355. Engle, Robert, and C. W. J. Granger. (1987). Co-Integration and Error Correction: Representation, Estimation, and Testing. Econometrica, Vol. 55, No. 2, pp. 251-276. Fama, E. F., & French, K. R. (2001). Disappearing dividends: changing firm characteristics or lower propensity to pay?. Journal of Financial economics, 60(1), 3-43. Grullon, G., & Michaely, R. (2002). Dividends, share repurchases, and the substitution hypothesis. The Journal of Finance, 57(4), 1649-1684. Jagannathan, M., Stephens, C. P., & Weisbach, M. S. (2000). Financial flexibility and the choice between dividends and stock repurchases. Journal of financial Economics, 57(3), 355-384. Masulis, R. W. (1980). Stock repurchase by tender offer: An analysis of the causes of common stock price changes. The Journal of Finance, 35(2), 305-319. Tsetsekos, G. P., Kaufman Jr, D. J., & Gitman, L. J. (2011). A survey of stock repurchase motivations and practices of major US corporations. Journal of Applied Business Research (JABR), 7(3), 15-21. Inquiries & Perspectives 95