Export and Import Regressions on 2009Q1 preliminary release data Menzie Chinn, 23 June 2009 ( )

Size: px
Start display at page:

Download "Export and Import Regressions on 2009Q1 preliminary release data Menzie Chinn, 23 June 2009 ( )"

Transcription

1 Export and Import Regressions on 2009Q1 preliminary release data Menzie Chinn, 23 June 2009 ( mchinn@lafollette.wisc.edu ) EXPORTS Nonagricultural real exports, regressand; Real Fed dollar broad index used as exchange rate variable. Rest of world GDP variable is export weighted, 1973q2-07q4, from Federal Reserve Board, personal communication. 2008q1-09q1 estimated using first difference of log weighted GDP on four lags of first difference log industrial country industrial production, with quarterly dummies. Specification is unrestricted ECM with one lag of first differences, estimated via OLS. Dependent Variable: D(LEXPG_NONAG00) Date: 06/23/09 Time: 17:14 Sample (adjusted): 1973Q3 2009Q1 Included observations: 143 after adjustments Newey-West HAC Standard Errors & Covariance (lag truncation=4) C LEXPG_NONAG00(-1) LREALDOLLAR_BROAD(-1) LGDP00ROW_EXTRAP(-1) DLEXPG_NONAG00(-1) DLREALDOLLAR_BROAD(-1) D(LGDP00ROW_EXTRAP(-1)) R-squared Mean dependent var Adjusted R-squared S.D. dependent var S.E. of regression Akaike info criterion Sum squared resid Schwarz criterion Log likelihood Hannan-Quinn criter F-statistic Durbin-Watson stat Prob(F-statistic)

2 Breusch-Godfrey Serial Correlation LM Test: F-statistic Prob. F(2,134) Obs*R-squared Prob. Chi-Square(2) Test Equation: Dependent Variable: RESID Date: 06/23/09 Time: 19:30 Sample: 1973Q3 2009Q1 Included observations: 143 Presample missing value lagged residuals set to zero. C LIMPG_NOPET00(-1) LREALDOLLAR_BROAD(-1) LGDP00ROW_EXTRAP(-1) DLIMPG_NOPET00(-1) DLREALDOLLAR_BROAD(-1) DLGDP00(-1) RESID(-1) RESID(-2) R-squared Mean dependent var 1.72E-16 Adjusted R-squared S.D. dependent var S.E. of regression Akaike info criterion Sum squared resid Schwarz criterion Log likelihood Hannan-Quinn criter F-statistic Durbin-Watson stat Prob(F-statistic)

3 One-step ahead recursive residuals, non-oil goods imports. Notes on estimation of Rest-of-World Index for 2008q1-09q1 First difference of log rest-of-world GDP (Fed, export weighted) is regressand; regressors are first difference of log industrial country industrial production and three quarterly dummies. Dependent Variable: D(LGDP00ROW) Date: 06/21/09 Time: 10:26 Sample (adjusted): 1970Q3 2007Q4 Included observations: 150 after adjustments C D(LIPINDUS)

4 D(LIPINDUS(-1)) D(LIPINDUS(-2)) D(LIPINDUS(-3)) D(LIPINDUS(-4)) Q Q Q R-squared Mean dependent var Adjusted R-squared S.D. dependent var S.E. of regression Akaike info criterion Sum squared resid Schwarz criterion Log likelihood Hannan-Quinn criter F-statistic Durbin-Watson stat Prob(F-statistic)

5 LOG(GDP00ROW) LOG(IPINDUS) LGDP00ROW_EXTRAP Predicted values 4.82 Actual Q1 06Q3 07Q1 07Q3 08Q1 08Q3 09Q1

6 IMPORTS Nonoil real imports, regressand; Fed dollar broad index used as exchange rate variable. Specification is unrestricted ECM with one lag of first differences, estimated via OLS. Dependent Variable: D(LIMPG_NOPET00) Date: 06/23/09 Time: 17:01 Sample (adjusted): 1973Q3 2009Q1 Included observations: 143 after adjustments Newey-West HAC Standard Errors & Covariance (lag truncation=4) C LIMPG_NOPET00(-1) LREALDOLLAR_BROAD(-1) LGDP00(-1) DLIMPG_NOPET00(-1) DLREALDOLLAR_BROAD(-1) DLGDP00(-1) R-squared Mean dependent var Adjusted R-squared S.D. dependent var S.E. of regression Akaike info criterion Sum squared resid Schwarz criterion Log likelihood Hannan-Quinn criter F-statistic Durbin-Watson stat Prob(F-statistic) Breusch-Godfrey Serial Correlation LM Test: F-statistic Prob. F(2,134) Obs*R-squared Prob. Chi-Square(2) Test Equation: Dependent Variable: RESID

7 Date: 06/23/09 Time: 19:32 Sample: 1973Q3 2009Q1 Included observations: 143 Presample missing value lagged residuals set to zero. C LEXPG_NONAG00(-1) LREALDOLLAR_BROAD(-1) LGDP00ROW_EXTRAP(-1) DLEXPG_NONAG00(-1) DLREALDOLLAR_BROAD(-1) D(LGDP00ROW_EXTRAP(-1)) RESID(-1) RESID(-2) R-squared Mean dependent var 1.15E-16 Adjusted R-squared S.D. dependent var S.E. of regression Akaike info criterion Sum squared resid Schwarz criterion Log likelihood Hannan-Quinn criter F-statistic Durbin-Watson stat Prob(F-statistic)

8 One-step ahead recursive residuals, non-agricultural goods exports.

Appendixes Appendix 1 Data of Dependent Variables and Independent Variables Period

Appendixes Appendix 1 Data of Dependent Variables and Independent Variables Period Appendixes Appendix 1 Data of Dependent Variables and Independent Variables Period 1-15 1 ROA INF KURS FG January 1,3,7 9 -,19 February 1,79,5 95 3,1 March 1,3,7 91,95 April 1,79,1 919,71 May 1,99,7 955

More information

Economics 442 Macroeconomic Policy (Spring 2015) 3/23/2015. Instructor: Prof. Menzie Chinn UW Madison

Economics 442 Macroeconomic Policy (Spring 2015) 3/23/2015. Instructor: Prof. Menzie Chinn UW Madison Economics 442 Macroeconomic Policy (Spring 2015) 3/23/2015 Instructor: Prof. Menzie Chinn UW Madison Outline Models of Investment Assessment Uncertainty http://www.bostonfed.org/economic/neer/neer2001/neer201a.pdf

More information

LAMPIRAN PERHITUNGAN EVIEWS

LAMPIRAN PERHITUNGAN EVIEWS LAMPIRAN PERHITUNGAN EVIEWS DESCRIPTIVE PK PDRB TP TKM Mean 12.22450 10.16048 14.02443 12.63677 Median 12.41945 10.09179 14.22736 12.61400 Maximum 13.53955 12.73508 15.62581 13.16721 Minimum 10.34509 8.579417

More information

Lampiran 1. Data Penelitian

Lampiran 1. Data Penelitian LAMPIRAN Lampiran 1. Data Penelitian Tahun Impor PDB KURS DEVISA 1985 5.199,00 2.118.215,40 1.125,00 5.811,00 1986 5.825,00 2.242.661,60 1.641,00 5.841,00 1987 7.209,00 2.353.133,40 1.650,00 5.103,00 1988

More information

Lampiran 1. Data Penelitian

Lampiran 1. Data Penelitian Lampiran 1. Data Penelitian Tahun 2008 2009 2010 Suku bunga ORI Inflasi BI Rate IHSG Bulan Deposito Rupiah % % Poin % Mei 93,00 10,38 8,25 2444,35 7,04 Jun 90,50 11,03 8,50 2349,10 7,26 Jul 90,50 11,90

More information

Hasil Common Effect Model

Hasil Common Effect Model Hasil Common Effect Model Date: 05/11/18 Time: 06:20 C 21.16046 1.733410 12.20742 0.0000 IPM -25.74125 2.841429-9.059263 0.0000 FDI 9.11E-11 1.96E-11 4.654743 0.0000 X 0.044150 0.021606 2.043430 0.0425

More information

Lampiran I Data. PDRB (Juta Rupiah) PMA (Juta Rupiah) PMDN (Juta Rupiah) Tahun. Luas Sawit (ha)

Lampiran I Data. PDRB (Juta Rupiah) PMA (Juta Rupiah) PMDN (Juta Rupiah) Tahun. Luas Sawit (ha) LAMPIRAN Lampiran I Data Tahun PDRB (Juta Rupiah) PMDN (Juta Rupiah) PMA (Juta Rupiah) Luas Sawit (ha) Angkatan Kerja (Jiwa) 1986 24698580 84581 8438 19733 1237717 1987 26991625 106279 10128 22122 1243818

More information

Lampiran 1. Tabulasi Data

Lampiran 1. Tabulasi Data Lampiran 1. Tabulasi Data Tahun PDRB PDRBt-1 PAD BH DAU INF 2001:1 372696.65 372696.65 1005.61 2684.67 26072.42 0.87 2001:4 376433.52 372696.65 1000.96 2858.50 28795.27 1.08 2001:8 387533.83 376433.52

More information

Kabupaten Langkat Suku Bunga Kredit. PDRB harga berlaku

Kabupaten Langkat Suku Bunga Kredit. PDRB harga berlaku Lampiran 1. Data Penelitian Tahun Konsumsi Masyarakat PDRB harga berlaku Kabupaten Langkat Suku Bunga Kredit Kredit Konsumsi Tabungan Masyarkat Milyar Rp. Milyar Rp. % Milyar Rp. Milyar Rp. 1990 559,61

More information

DATA VARIABEL PENELITIAN

DATA VARIABEL PENELITIAN 68 LAMPIRAN 1 DATA VARIABEL PENELITIAN TAHUN FDI SBI PDRB UNEMP. EXPORT 1983 1834,40 12,74 5915,37 821257 10649,82 1984 1507,08 13,45 6372,17 878380 12455,86 1985 2263,20 13,82 6884,81 857564 10719,35

More information

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

Brief Sketch of Solutions: Tutorial 2. 2) graphs. 3) unit root tests Brief Sketch of Solutions: Tutorial 2 2) graphs LJAPAN DJAPAN 5.2.12 5.0.08 4.8.04 4.6.00 4.4 -.04 4.2 -.08 4.0 01 02 03 04 05 06 07 08 09 -.12 01 02 03 04 05 06 07 08 09 LUSA DUSA 7.4.12 7.3 7.2.08 7.1.04

More information

LAMPIRAN. Tahun Bulan NPF (Milyar Rupiah)

LAMPIRAN. Tahun Bulan NPF (Milyar Rupiah) LAMPIRAN Lampiran 1 Data Penelitian Non Performing Financing (NPF), Capital Adequacy Ratio (CAR), Financing to Deposit Ratio (FDR), Biaya Operasional Pendapatan Operasional (BOPO), Ukuran Bank (Size) Tahun

More information

Methods for A Time Series Approach to Estimating Excess Mortality Rates in Puerto Rico, Post Maria 1 Menzie Chinn 2 August 10, 2018 Procedure:

Methods for A Time Series Approach to Estimating Excess Mortality Rates in Puerto Rico, Post Maria 1 Menzie Chinn 2 August 10, 2018 Procedure: Methods for A Time Series Approach to Estimating Excess Mortality Rates in Puerto Rico, Post Maria 1 Menzie Chinn 2 August 10, 2018 Procedure: Estimate relationship between mortality as recorded and population

More information

Openness and Inflation

Openness and Inflation Openness and Inflation Based on David Romer s Paper Openness and Inflation: Theory and Evidence ECON 5341 Vinko Kaurin Introduction Link between openness and inflation explored Basic OLS model: y = β 0

More information

LAMPIRAN LAMPIRAN. = Pengeluaran Konsumsi Masyarakat (milyar rupiah) = Jumlah Uang Beredar (milyar rupiah) = Laju Inflasi (dalam persentase)

LAMPIRAN LAMPIRAN. = Pengeluaran Konsumsi Masyarakat (milyar rupiah) = Jumlah Uang Beredar (milyar rupiah) = Laju Inflasi (dalam persentase) 76 LAMPIRAN LAMPIRAN 1. Data Skripsi TAHUN PK JUB INFLASI SB PDB 1995 727099.1 52677 8.64 16.8 1344994.6 1996 806170.0 64089 6.47 17.25 1450148.8 1997 850241.3 78343 11.05 20.33 1518304.1 1998 807112.0

More information

Donald Trump's Random Walk Up Wall Street

Donald Trump's Random Walk Up Wall Street Donald Trump's Random Walk Up Wall Street Research Question: Did upward stock market trend since beginning of Obama era in January 2009 increase after Donald Trump was elected President? Data: Daily data

More information

Impact of Direct Taxes on GDP: A Study

Impact of Direct Taxes on GDP: A Study IOSR Journal of Business and Management (IOSR-JBM) e-issn: 2278-487X, p-issn: 2319-7668 PP 21-27 www.iosrjournals.org Impact of Direct Taxes on GDP: A Study Dr. JVR Geetanjali 1, Mr.Pr Venugopal 2 Assistant

More information

LAMPIRAN 1. Retribusi (ribu Rp)

LAMPIRAN 1. Retribusi (ribu Rp) LAMPIRAN 1 Kabupaten Kulonprogo Bantul Gunung Kidul Tahun Retribusi (ribu Rp) Obyek Wisata Wisatawan PDRB (juta Rp) 2001 6694566 8 227250 3486573.5 2002 7779217 11 211529 3630220.3 2003 9247557 7 190333

More information

Brief Sketch of Solutions: Tutorial 1. 2) descriptive statistics and correlogram. Series: LGCSI Sample 12/31/ /11/2009 Observations 2596

Brief Sketch of Solutions: Tutorial 1. 2) descriptive statistics and correlogram. Series: LGCSI Sample 12/31/ /11/2009 Observations 2596 Brief Sketch of Solutions: Tutorial 1 2) descriptive statistics and correlogram 240 200 160 120 80 40 0 4.8 5.0 5.2 5.4 5.6 5.8 6.0 6.2 Series: LGCSI Sample 12/31/1999 12/11/2009 Observations 2596 Mean

More information

Appendix. Table A.1 (Part A) The Author(s) 2015 G. Chakrabarti and C. Sen, Green Investing, SpringerBriefs in Finance, DOI /

Appendix. Table A.1 (Part A) The Author(s) 2015 G. Chakrabarti and C. Sen, Green Investing, SpringerBriefs in Finance, DOI / Appendix Table A.1 (Part A) Dependent variable: probability of crisis (own) Method: ML binary probit (quadratic hill climbing) Included observations: 47 after adjustments Convergence achieved after 6 iterations

More information

LAMPIRAN. Lampiran I

LAMPIRAN. Lampiran I 67 LAMPIRAN Lampiran I Data Volume Impor Jagung Indonesia, Harga Impor Jagung, Produksi Jagung Nasional, Nilai Tukar Rupiah/USD, Produk Domestik Bruto (PDB) per kapita Tahun Y X1 X2 X3 X4 1995 969193.394

More information

Santi Chaisrisawatsuk 16 November 2017 Thimpu, Bhutan

Santi Chaisrisawatsuk 16 November 2017 Thimpu, Bhutan Regional Capacity Building Workshop Formulating National Policies and Strategies in Preparation for Graduation from the LDC Category: Macroeconomic Modelling for SDGs in Asia and the Pacific Santi Chaisrisawatsuk

More information

Fall 2004 Social Sciences 7418 University of Wisconsin-Madison Problem Set 5 Answers

Fall 2004 Social Sciences 7418 University of Wisconsin-Madison Problem Set 5 Answers Economics 310 Menzie D. Chinn Fall 2004 Social Sciences 7418 University of Wisconsin-Madison Problem Set 5 Answers This problem set is due in lecture on Wednesday, December 15th. No late problem sets will

More information

Financial Risk, Liquidity Risk and their Effect on the Listed Jordanian Islamic Bank's Performance

Financial Risk, Liquidity Risk and their Effect on the Listed Jordanian Islamic Bank's Performance Financial Risk, Liquidity Risk and their Effect on the Listed Jordanian Islamic Bank's Performance Lina Hani Warrad Associate Professor, Accounting Department Applied Science Private University, Amman,

More information

Supplementary Materials for

Supplementary Materials for www.sciencemag.org/content/344/6186/851/suppl/dc1 Supplementary Materials for Income Inequality in the Developing World Martin Ravallion This PDF file includes: Fig. S1 Tables S1 to S4 E-mail: mr1185@georgetown.edu

More information

Notes on the Treasury Yield Curve Forecasts. October Kara Naccarelli

Notes on the Treasury Yield Curve Forecasts. October Kara Naccarelli Notes on the Treasury Yield Curve Forecasts October 2017 Kara Naccarelli Moody s Analytics has updated its forecast equations for the Treasury yield curve. The revised equations are the Treasury yields

More information

Lampiran 1 : Grafik Data HIV Asli

Lampiran 1 : Grafik Data HIV Asli Lampiran 1 : Grafik Data HIV Asli 70 60 50 Penderita 40 30 20 10 2007 2008 2009 2010 2011 Tahun HIV Mean 34.15000 Median 31.50000 Maximum 60.00000 Minimum 19.00000 Std. Dev. 10.45057 Skewness 0.584866

More information

RESEARCH ON INFLUENCING FACTORS OF RURAL CONSUMPTION IN CHINA-TAKE SHANDONG PROVINCE AS AN EXAMPLE.

RESEARCH ON INFLUENCING FACTORS OF RURAL CONSUMPTION IN CHINA-TAKE SHANDONG PROVINCE AS AN EXAMPLE. 335 RESEARCH ON INFLUENCING FACTORS OF RURAL CONSUMPTION IN CHINA-TAKE SHANDONG PROVINCE AS AN EXAMPLE. Yujing Hao, Shuaizhen Wang, guohua Chen * Department of Mathematics and Finance Hunan University

More information

DATA PENELITIAN. Pendapatan Nasional (PDB Perkapita atas Dasar Harga Berlaku) Produksi Bawang Merah Indonesia MB X1 X2 X3 X4 X5 X6

DATA PENELITIAN. Pendapatan Nasional (PDB Perkapita atas Dasar Harga Berlaku) Produksi Bawang Merah Indonesia MB X1 X2 X3 X4 X5 X6 Lampiran 1 Tahu n Volume Impor Bawang Merah Konsums i Bawang Merah Perkapit a di Indonesi a DATA PENELITIAN Pendapatan Nasional (PDB Perkapita atas Dasar Harga Berlaku) Produksi Bawang Merah Indonesia

More information

FBBABLLR1CBQ_US Commercial Banks: Assets - Bank Credit - Loans and Leases - Residential Real Estate (Bil, $, SA)

FBBABLLR1CBQ_US Commercial Banks: Assets - Bank Credit - Loans and Leases - Residential Real Estate (Bil, $, SA) Notes on new forecast variables November 2018 Loc Quach Moody s Analytics added 11 new U.S. variables to its global model in November. The variables pertain mostly to bank balance sheets and delinquency

More information

Employment growth and Unemployment rate reduction: Historical experiences and future labour market outcomes

Employment growth and Unemployment rate reduction: Historical experiences and future labour market outcomes Mar-03 Sep-03 Mar-04 Sep-04 Mar-05 Sep-05 Mar-06 Sep-06 Mar-07 Sep-07 Mar-08 Sep-08 Mar-09 Sep-09 Mar-10 Sep-10 Mar-11 Sep-11 Mar-12 Employment Unemployment Rate Employment growth and Unemployment rate

More information

LAMPIRAN. Lampiran 1. Wilayah Tahun PAD JOW PDRB JH JR Yogyakarta

LAMPIRAN. Lampiran 1. Wilayah Tahun PAD JOW PDRB JH JR Yogyakarta LAMPIRAN Lampiran 1 Data jumlah PAD sektor pariwisata, Jumlah Obyek Wisata, PDRB, Jumlah Hotel, dan Jumlah Restoran dan rumah makan di kabupaten/kota Daerah Istimewa Yogyakarta, Tahun 2010-2015 Wilayah

More information

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

Anexos. Pruebas de estacionariedad. Null Hypothesis: TES has a unit root Exogenous: Constant Lag Length: 0 (Automatic - based on SIC, maxlag=9) Anexos Pruebas de estacionariedad Null Hypothesis: TES has a unit root Augmented Dickey-Fuller test statistic -1.739333 0.4042 Test critical values: 1% level -3.610453 5% level -2.938987 10% level -2.607932

More information

Financial Econometrics: Problem Set # 3 Solutions

Financial Econometrics: Problem Set # 3 Solutions Financial Econometrics: Problem Set # 3 Solutions N Vera Chau The University of Chicago: Booth February 9, 219 1 a. You can generate the returns using the exact same strategy as given in problem 2 below.

More information

LAMPIRAN. Null Hypothesis: LO has a unit root Exogenous: Constant Lag Length: 1 (Automatic based on SIC, MAXLAG=13)

LAMPIRAN. Null Hypothesis: LO has a unit root Exogenous: Constant Lag Length: 1 (Automatic based on SIC, MAXLAG=13) 74 LAMPIRAN Lampiran 1 Analisis ARIMA 1.1. Uji Stasioneritas Variabel 1. Data Harga Minyak Riil Level Null Hypothesis: LO has a unit root Lag Length: 1 (Automatic based on SIC, MAXLAG=13) Augmented Dickey-Fuller

More information

The Relationship Between Internet Marketing, Search Volume, and Product Sales. Honors Research Thesis

The Relationship Between Internet Marketing, Search Volume, and Product Sales. Honors Research Thesis TheRelationshipBetweenInternetMarketing,SearchVolume,andProductSales HonorsResearchThesis Presentedinpartialfulfillmentoftherequirementsforgraduationwithhonors researchdistinctionineconomicsintheundergraduatecollegesoftheohiostate

More information

BYLAAG: E-VIEWS RESULTATE VAN DIE MODEL VAN VOORRAADINVESTERING IN SUID-AFRIKA

BYLAAG: E-VIEWS RESULTATE VAN DIE MODEL VAN VOORRAADINVESTERING IN SUID-AFRIKA BYLAAG: E-VIEWS RESULTATE VAN DIE MODEL VAN VOORRAADINVESTERING IN SUID-AFRIKA 1 Die langtermynskatting 1.1 Resultate van die skatting Dependent Variable: LOG(I) Sample: 1986:1 2002:4 Included observations:

More information

UJI COMMON EFFECT MODEL

UJI COMMON EFFECT MODEL UJI COMMON EFFECT MODEL Dependent Variable: LOG(TKI) Method: Panel Least Squares Date: 05/01/18 Time: 12:34 Sample: 2010 2016 Periods included: 7 Total panel (balanced) observations: 210 Variable Coefficient

More information

LAMPIRAN. A. Data. PAD (juta) INVESTASI (%) PDRB (juta) Kulon Progo. Bantul. Gunung Kidul. Sleman

LAMPIRAN. A. Data. PAD (juta) INVESTASI (%) PDRB (juta) Kulon Progo. Bantul. Gunung Kidul. Sleman 82 LAMPIRAN A. Data Kabupaten Kulon Progo Bantul Gunung Kidul Sleman Tahun PDRB (juta) PAD (juta) INVESTASI (%) TINGKAT PENGANGGURAN (%) 2007 4.455.556 33.129.460 0 4.34 2008 4.665.308 36.188.575 1.82

More information

Monetary Economics Portfolios Risk and Returns Diversification and Risk Factors Gerald P. Dwyer Fall 2015

Monetary Economics Portfolios Risk and Returns Diversification and Risk Factors Gerald P. Dwyer Fall 2015 Monetary Economics Portfolios Risk and Returns Diversification and Risk Factors Gerald P. Dwyer Fall 2015 Reading Chapters 11 13, not Appendices Chapter 11 Skip 11.2 Mean variance optimization in practice

More information

FIN 533. Autocorrelations of CPI Inflation

FIN 533. Autocorrelations of CPI Inflation FIN 533 Inflation & Interest Rates Fama (1975) AER: Expected real interest rates are (approximately) constant over time, so: E(r t F t-1 ) = R t E(r) where E(r t F t-1 ) is expected inflation given information

More information

23571 Introductory Econometrics Assignment B (Spring 2017)

23571 Introductory Econometrics Assignment B (Spring 2017) 23571 Introductory Econometrics Assignment B (Spring 2017) You must attach the coversheet to your answers. Read the instructions on the coversheet. Try to keep your answers short and clear. This assignment

More information

BEcon Program, Faculty of Economics, Chulalongkorn University Page 1/7

BEcon Program, Faculty of Economics, Chulalongkorn University Page 1/7 Mid-term Exam (November 25, 2005, 0900-1200hr) Instructions: a) Textbooks, lecture notes and calculators are allowed. b) Each must work alone. Cheating will not be tolerated. c) Attempt all the tests.

More information

LAMPIRAN-LAMPIRAN. A. Perhitungan Return On Asset

LAMPIRAN-LAMPIRAN. A. Perhitungan Return On Asset 88 LAMPIRAN-LAMPIRAN A. Perhitungan Return On Asset Tahun Perusahaan Laba Bersih Total Aset Laba/Total Aset ROA (% ) 2011 ROA_ADRO 5006470 51315458 0,09756261 9,76 ROA_AKRA 2284080 8308244 0,274917299

More information

Influence of Macroeconomic Indicators on Mutual Funds Market in India

Influence of Macroeconomic Indicators on Mutual Funds Market in India Influence of Macroeconomic Indicators on Mutual Funds Market in India KAVITA Research Scholar, Department of Commerce, Punjabi University, Patiala (India) DR. J.S. PASRICHA Professor, Department of Commerce,

More information

Estimating Egypt s Potential Output: A Production Function Approach

Estimating Egypt s Potential Output: A Production Function Approach MPRA Munich Personal RePEc Archive Estimating Egypt s Potential Output: A Production Function Approach Osama El-Baz Economist, osamaeces@gmail.com 20 May 2016 Online at https://mpra.ub.uni-muenchen.de/71652/

More information

Lampiran 1 Lampiran 1 Data Keuangan Bank konvensional

Lampiran 1 Lampiran 1 Data Keuangan Bank konvensional Lampiran 1 Lampiran 1 Data Keuangan Bank konvensional BANK YEAR Z-Score TOTAL ASET (milyar rupiah) ROA (%) NPL (%) BI RATE (%) KURS (rupiah) BNI 1.9 5.51.9 1.9.5 919.5 11 7.71 99.5.9.17 915.7 1 7.7 333.3.9.

More information

Effect of Macroeconomic Variables on Foreign Direct Investment in Pakistan

Effect of Macroeconomic Variables on Foreign Direct Investment in Pakistan Effect of Macroeconomic Variables on Foreign Direct Investment in Pakistan Mangal 1 Abstract Foreign direct investment is essential for economic growth of a country. It acts as a catalyst for the economic

More information

The Influence of Leverage and Profitability on Earnings Quality: Jordanian Case

The Influence of Leverage and Profitability on Earnings Quality: Jordanian Case The Influence of Leverage and Profitability on Earnings Quality: Jordanian Case Lina Hani Warrad Accounting Department, Applied Science Private University, Amman, Jordan E-mail: l_warrad@asu.edu.jo DOI:

More information

POLYTECHNIC OF NAMIBIA SCHOOL OF MANAGEMENT SCIENCES DEPARTMENT OF ACCOUNTING, ECONOMICS AND FINANCE ECONOMETRICS. Mr.

POLYTECHNIC OF NAMIBIA SCHOOL OF MANAGEMENT SCIENCES DEPARTMENT OF ACCOUNTING, ECONOMICS AND FINANCE ECONOMETRICS. Mr. POLYTECHNIC OF NAMIBIA SCHOOL OF MANAGEMENT SCIENCES DEPARTMENT OF ACCOUNTING, ECONOMICS AND FINANCE COURSE: COURSE CODE: ECONOMETRICS ECM 312S DATE: NOVEMBER 2014 MARKS: 100 TIME: 3 HOURS NOVEMBER EXAMINATION:

More information

Photovoltaic deployment: from subsidies to a market-driven growth: A panel econometrics approach

Photovoltaic deployment: from subsidies to a market-driven growth: A panel econometrics approach Photovoltaic deployment: from subsidies to a market-driven growth: A panel econometrics approach Anna Créti, Léonide Michael Sinsin To cite this version: Anna Créti, Léonide Michael Sinsin. Photovoltaic

More information

Appendices. Appendix 1 Buy ranges for each portfolio

Appendices. Appendix 1 Buy ranges for each portfolio Appendices Appendix 1 Buy ranges for each portfolio 67 Appendix 2 Every recession declared by the NBER Source: The National Bureau of Economic Research 68 Appendix 3 Multifactor portfolio mathematics Mathematics

More information

THE EFFECTIVENESS OF EXCHANGE RATE CHANNEL OF MONETARY POLICY TRANSMISSION MECHANISM IN SRI LANKA

THE EFFECTIVENESS OF EXCHANGE RATE CHANNEL OF MONETARY POLICY TRANSMISSION MECHANISM IN SRI LANKA THE EFFECTIVENESS OF EXCHANGE RATE CHANNEL OF MONETARY POLICY TRANSMISSION MECHANISM IN SRI LANKA N.D.V. Sandaroo 1 Sri Lanka Journal of Economic Research Volume 5(1) November 2017 SLJER.05.01.B: pp.31-48

More information

Chapter-3. Sectoral Composition of Economic Growth and its Major Trends in India

Chapter-3. Sectoral Composition of Economic Growth and its Major Trends in India Chapter-3 Sectoral Composition of Economic Growth and its Major Trends in India This chapter deals with the first objective of the study, that is to evaluate the sectoral composition of economic growth

More information

Lampiran 1. Data PDB, Pengeluaran Pemerintah, jumlah uang beredar, pajak, dan tingkat suku bunga

Lampiran 1. Data PDB, Pengeluaran Pemerintah, jumlah uang beredar, pajak, dan tingkat suku bunga Lampiran 1. Data PDB, Pengeluaran Pemerintah, jumlah uang beredar, pajak, dan tingkat suku bunga obs PDB(milyar) GOV(milyar) M1(milyar) Tax(milyar) R(%) 1980 45446,00 5800,00 5214,00 289,70 6,00 1981 58127,00

More information

Can the Taylor Rule Describe the Monetary Policy in China?

Can the Taylor Rule Describe the Monetary Policy in China? University of Colorado, Boulder CU Scholar Undergraduate Honors Theses Honors Program Spring 2016 Can the Taylor Rule Describe the Monetary Policy in China? Yuming Liu University of Colorado, Boulder,

More information

Relative Effectiveness of Fiscal and Monetary Policies in Nigeria

Relative Effectiveness of Fiscal and Monetary Policies in Nigeria Asian Journal of Social Science Studies; Vol. 2, No. 1; 2017 ISSN 2424-8517 E-ISSN 2424-9041 Published by July Press Relative Effectiveness of Fiscal and Monetary Policies in Nigeria David Iheke Okorie

More information

MỘT SỐ KHUYẾT TẬT CỦA MÔ HÌNH HỒI QUY

MỘT SỐ KHUYẾT TẬT CỦA MÔ HÌNH HỒI QUY MỘT SỐ KHUYẾT TẬT CỦA MÔ HÌNH HỒI QUY Bài 1: Giả sử ta có mẫu số liệu thống kê được như sau: Y 12 15 18 22 23 25 30 31 36 38 X2 16 20 24 28 32 36 40 44 48 52 X3 3 4 5 6 5 5 7 6 8 8 X4 400 600 750 870 1070

More information

Memo on the Determinants of Central Bank Euro Holdings by Menzie Chinn 1 UC Santa Cruz

Memo on the Determinants of Central Bank Euro Holdings by Menzie Chinn 1 UC Santa Cruz Memo on the Determinants of Central Bank Euro Holdings by Menzie Chinn 1 UC Santa Cruz May 30, 1999 (minor revisions June 8, 2000) Summary: Results from regressions using (i) GDP ratios expressed relative

More information

Do the GDP, Budget Deficit, External Debts, Exports and Imports affect each other for Pakistan: An ARDL Approach

Do the GDP, Budget Deficit, External Debts, Exports and Imports affect each other for Pakistan: An ARDL Approach IOSR Journal of Economics and Finance (IOSR-JEF) e-issn: 2321-5933, p-issn: 2321-5925.Volume 7, Issue 1. Ver. II (Jan. - Feb. 2016), PP 18-30 www.iosrjournals.org Do the GDP, Budget Deficit, External Debts,

More information

An Analysis of Macroeconomic Factors Affecting Foreign Exchange Rate

An Analysis of Macroeconomic Factors Affecting Foreign Exchange Rate DOI:10.18311/sdmimd/2017/15716 An Analysis of Macroeconomic Factors Affecting Foreign Exchange Rate Thilak Venkatesan 1 * and M. S. Ponnamma 2 1 Assistant Professor, Presidency College, Bangalore, India

More information

Does it influence? Macro variables on stock returns.

Does it influence? Macro variables on stock returns. Research Article http://www.alliedacademies.org/journal-finance-marketing/ Does it influence? Macro variables on stock returns. Jamal S*, Mujtaba M Management Sciences at Shaheed Zulfikar Ali Bhutto Institute

More information

The relationship between the exchange rate and employment in Iran

The relationship between the exchange rate and employment in Iran International Research Journal of Applied and Basic Sciences 2015 Available online at www.irjabs.com ISSN 2251-838X / Vol, 9 (7):1194-1203 Science Explorer Publications The relationship between the exchange

More information

Analysis of the Influence of the Annualized Rate of Rentability on the Unit Value of the Net Assets of the Private Administered Pension Fund NN

Analysis of the Influence of the Annualized Rate of Rentability on the Unit Value of the Net Assets of the Private Administered Pension Fund NN Year XVIII No. 20/2018 175 Analysis of the Influence of the Annualized Rate of Rentability on the Unit Value of the Net Assets of the Private Administered Pension Fund NN Constantin DURAC 1 1 University

More information

1.4 Show the steps necessary to obtain relative PPP in growth rates.

1.4 Show the steps necessary to obtain relative PPP in growth rates. Kiel Institut für Weltwirthschaft Advanced Studies in International Economic Policy Research Spring 2005 Menzie D. Chinn Problem Set 1 Answers Exchange Rate Economics 1. Purchasing power parity. 1.1 Write

More information

Determinants of Private Investment in Thailand

Determinants of Private Investment in Thailand UNIVERSITY OF WARWICK Determinants of Private Investment in Thailand ID: 1059412 2012/2013 Department of Economics EC902: Econometrics A Abstract This paper studies the determinants of private investment

More information

THE PREDICTIVE ABILITY OF CORPORATE PROFITABILITY COMPONENTS AND FUTURE EARNINGS

THE PREDICTIVE ABILITY OF CORPORATE PROFITABILITY COMPONENTS AND FUTURE EARNINGS THE PREDICTIVE ABILITY OF CORPORATE PROFITABILITY COMPONENTS AND FUTURE EARNINGS Uche T. Agburuga, FCA* Department of Accounting, Faculty of Management Sciences University of Port Harcourt, Port Harcourt,

More information

A FUNCTION FOR THE ARGENTINE EXPORT DEMAND. Maria Luisa Streb

A FUNCTION FOR THE ARGENTINE EXPORT DEMAND. Maria Luisa Streb A FUNCTION FOR THE ARGENTINE EXPORT DEMAND Maria Luisa Streb Considering the fact that exports can be a driving force of growth, the purpose of the paper is to make an estimation of the Argentine export

More information

An Investigation of Effective Factors on Export in Iran

An Investigation of Effective Factors on Export in Iran J. Basic. Appl. Sci. Res., 2(4)4092-4097, 2012 2012, TextRoad Publication ISSN 2090-4304 Journal of Basic and Applied Scientific Research www.textroad.com An Investigation of Effective Factors on Export

More information

ARDL Approach for Determinants of Foreign Direct Investment (FDI) in Pakistan ( ): An Empirical Study

ARDL Approach for Determinants of Foreign Direct Investment (FDI) in Pakistan ( ): An Empirical Study Global Journal of Quantitative Science Vol. 3. No.2. June 2016 Issue. Pp.9-14 ARDL Approach for Determinants of Foreign Direct Investment (FDI) in Pakistan (1961-2013): An Empirical Study Zahid Iqbal 1,

More information

The Estimation Model for Measuring Performance of Stock Mutual Funds Based on ARCH / GARCH Model

The Estimation Model for Measuring Performance of Stock Mutual Funds Based on ARCH / GARCH Model Review of Integrative Business and Economics Research, Vol. 5, no. 2, pp.215-225, April 2016 215 The Estimation Model for Measuring Performance of Stock Mutual Funds Based on ARCH / GARCH Model Ferikawita

More information

COTTON: PHYSICAL PRICES BECOMING MORE RESPONSIVE TO FUTURES PRICES0F

COTTON: PHYSICAL PRICES BECOMING MORE RESPONSIVE TO FUTURES PRICES0F INTERNATIONAL COTTON ADVISORY COMMITTEE 1629 K Street NW, Suite 702, Washington DC 20006 USA Telephone +1-202-463-6660 Fax +1-202-463-6950 email secretariat@icac.org COTTON: PHYSICAL PRICES BECOMING 1

More information

Factor Affecting Yields for Treasury Bills In Pakistan?

Factor Affecting Yields for Treasury Bills In Pakistan? Factor Affecting Yields for Treasury Bills In Pakistan? Masood Urahman* Department of Applied Economics, Institute of Management Sciences 1-A, Sector E-5, Phase VII, Hayatabad, Peshawar, Pakistan Muhammad

More information

The Frequency of Wars*

The Frequency of Wars* The Frequency of Wars* Mark Harrison** Department of Economics and CAGE, University of Warwick Centre for Russian and East European Studies, University of Birmingham Hoover Institution, Stanford University

More information

ANALYSIS OF CORRELATION BETWEEN THE EXPENSES OF SOCIAL PROTECTION AND THE ANTICIPATED OLD AGE PENSION

ANALYSIS OF CORRELATION BETWEEN THE EXPENSES OF SOCIAL PROTECTION AND THE ANTICIPATED OLD AGE PENSION ANALYSIS OF CORRELATION BETWEEN THE EXPENSES OF SOCIAL PROTECTION AND THE ANTICIPATED OLD AGE PENSION Nicolae Daniel Militaru Ph. D Abstract: In this article, I have analysed two components of our social

More information

Gloria Gonzalez-Rivera Forecasting For Economics and Business Solutions Manual

Gloria Gonzalez-Rivera Forecasting For Economics and Business Solutions Manual Solution Manual for Forecasting for Economics and Business 1/E Gloria Gonzalez-Rivera Completed download: https://solutionsmanualbank.com/download/solution-manual-forforecasting-for-economics-and-business-1-e-gloria-gonzalez-rivera/

More information

SUSTAINABILITY PLANNING POLICY COLLECTING THE REVENUES OF THE TAX ADMINISTRATION

SUSTAINABILITY PLANNING POLICY COLLECTING THE REVENUES OF THE TAX ADMINISTRATION 2007 2008 2009 2010 Year IX, No.12/2010 127 SUSTAINABILITY PLANNING POLICY COLLECTING THE REVENUES OF THE TAX ADMINISTRATION Prof. Marius HERBEI, PhD Gheorghe MOCAN, PhD West University, Timişoara I. Introduction

More information

Nexus between stock exchange index and exchange rates

Nexus between stock exchange index and exchange rates International Journal of Economics, Finance and Management Sciences 213; 1(6): 33-334 Published online November 1, 213 (http://www.sciencepublishinggroup.com/j/ijefm) doi: 1.11648/j.ijefm.21316.2 Nexus

More information

Trading Volume and Fama-French Three Factor Model on Excess Return. Empirical Evidence from Nairobi Security Exchange

Trading Volume and Fama-French Three Factor Model on Excess Return. Empirical Evidence from Nairobi Security Exchange Trading Volume and Fama-French Three Factor Model on Excess Return. Empirical Evidence from Nairobi Security Exchange Opuodho Gordon Ochere (MBA) Nasieku M. Tabitha (PhD) Olweny Tobias O (PhD) Department

More information

A Contrasting Test of the Risk Factors of the APT: Evidence from the Nigerian Stock Market

A Contrasting Test of the Risk Factors of the APT: Evidence from the Nigerian Stock Market International Journal of Innovative Finance and Economics Research 5(1):67-75 Jan-Mar. 2017 SEAHI PUBLICATIONS, 2017 www.seahipaj.org ISSN: 2360-896X A Contrasting Test of the Risk Factors of the APT:

More information

Assist. Prof. Dr. Nuray İslatince 1

Assist. Prof. Dr. Nuray İslatince 1 THE ANALYSIS OF THE RELATIONSHIP BETWEEN TOTAL CREDITS OF TURKISH DEPOSIT BANKING SECTOR AND CURRENT BALANCE DEFICIT WITH VECTOR ERROR CORRECTION MODEL Assist. Prof. Dr. Nuray İslatince 1 ABSTRACT In Turkey,

More information

9. Assessing the impact of the credit guarantee fund for SMEs in the field of agriculture - The case of Hungary

9. Assessing the impact of the credit guarantee fund for SMEs in the field of agriculture - The case of Hungary Lengyel I. Vas Zs. (eds) 2016: Economics and Management of Global Value Chains. University of Szeged, Doctoral School in Economics, Szeged, pp. 143 154. 9. Assessing the impact of the credit guarantee

More information

MICROFINANCE LENDING TO SHGs AND ITS NEXUS ON ECONOMIC GROWTH IN INDIA: AN ARDL ANALYSIS

MICROFINANCE LENDING TO SHGs AND ITS NEXUS ON ECONOMIC GROWTH IN INDIA: AN ARDL ANALYSIS International Journal of Engineering& Scientific Research ISSN: 2347-6532 Impact Factor: 6.660 Journal Homepage: http://esrjournal.com, Email: esrjeditor@gmail.com Double-Blind Peer Reviewed Refereed Open

More information

Okun s Law - an empirical test using Brazilian data

Okun s Law - an empirical test using Brazilian data Okun s Law - an empirical test using Brazilian data Alan Harper, Ph.D. Gwynedd Mercy University Zhenhu Jin, Ph.D. Valparaiso University ABSTRACT In this paper, we test Okun s coefficient to determine if

More information

esia/perkembangan/

esia/perkembangan/ http://afghanaus.com/uanggiral/http://www.bi.go.id/web/id/sistem+pembayaran/sistem+pembayaran+di+indon esia/perkembangan/ http://id.shvoong.com/social-sciences/economics/2129762-jumlah-uang-beredar-diindonesia/

More information

Does Interest Rate Impact on Industrial Growth in Nigeria?

Does Interest Rate Impact on Industrial Growth in Nigeria? Does Interest Rate Impact on Industrial Growth in Nigeria? By Okonkwo N. Osmond Economics Department Alvan Ikoku Federal College of Education, Owerri & Egbulonu K. Godslove Economics Department Imo State

More information

An Analysis of the Relationship between Public Spending Components and Private investments in Nigeria

An Analysis of the Relationship between Public Spending Components and Private investments in Nigeria Journal of Economics & Finance Volume, Issue 2 (203), 78-9 ISSN 229-495 E-ISSN 229-496X Published by Science and Education Centre of North America An Analysis of the Relationship between Public Spending

More information

Economy May Wake Up Without Consumers Prodding? Chart 1

Economy May Wake Up Without Consumers Prodding? Chart 1 Northern Trust Global Economic Research 0 South LaSalle Chicago, Illinois 3 northerntrust.com Paul L. Kasriel plk1@ntrs.com Economy May Wake Up Without Consumers Prodding? May 21, 27 In today s (May 21)

More information

Inflation,Inflation Variability, and Output Performance. Venezuela

Inflation,Inflation Variability, and Output Performance. Venezuela MPRA Munich Personal RePEc Archive Inflation,Inflation Variability, and Output Performance. Venezuela 1951-2002 Victor Olivo Andres Bello Catholic University, Metropolitan University 9. April 2014 Online

More information

Quantitative evidence of post-crisis structural macroeconomic changes

Quantitative evidence of post-crisis structural macroeconomic changes Quantitative evidence of post-crisis structural macroeconomic changes Roberto Camagni, Roberta Capello, Andrea Caragliu, Barbara Chizzolini Politecnico di Milano To be discussed at the Advisory Board Forum,

More information

LAMPIRAN. Variable Coefficient Std. Error t-statistic Prob.

LAMPIRAN. Variable Coefficient Std. Error t-statistic Prob. LAMPIRAN A. Hasil Pengujian Eviews 1. Common effect Dependent Variable: K? Method: Pooled Least Squares Date: 10/25/17 Time: 12:23 Sample: 2011 2015 Included observations: 5 Cross-sections included: 38

More information

Impact of Working Capital Management on Profitability: A Case of the Pakistan Textile Industry

Impact of Working Capital Management on Profitability: A Case of the Pakistan Textile Industry Impact of Working Capital Management on Profitability: A Case of the Pakistan Textile Industry Muhammad Aleem* MS Scholar, Iqra National University, Peshawar Dr. Abid Usman Associate Professor, Iqra National

More information

THE IMPACT OF OIL REVENUES ON BUDGET DEFICIT IN SELECTED OIL COUNTRIES

THE IMPACT OF OIL REVENUES ON BUDGET DEFICIT IN SELECTED OIL COUNTRIES THE IMPACT OF OIL REVENUES ON BUDGET DEFICIT IN SELECTED OIL COUNTRIES Mohammadreza Monjazeb, Arezoo Choghayi and Masumeh Rezaee Economic department, University of Economic Sciences Abstract The purpose

More information

Impact of the Affordable Care Act on the Net Income of UnitedHealth Group, Anthem Inc., and Centene Corp. Paul Jaworski, West Chester University

Impact of the Affordable Care Act on the Net Income of UnitedHealth Group, Anthem Inc., and Centene Corp. Paul Jaworski, West Chester University Issues in Political Economy, Vol 27(2), 2018, 130-150 Impact of the Affordable Care Act on the Net Income of UnitedHealth Group, Anthem Inc., and Centene Corp. Paul Jaworski, West Chester University I.

More information

Time Series Analysis of Inflation and RBI Policy Rates

Time Series Analysis of Inflation and RBI Policy Rates Time Series Analysis of Inflation and RBI Policy Rates Dr. Latha M T Assistant Professor Dept. of Economics MES, SBRR Mahajana First Grade College PG-Wing PBMMEC, KRS Road, Metagalli, Mysuru. Abstract

More information

NATIONALLY HELD PUBLIC DEBT AND ECONOMIC GROWTH: AN APPLICATION TO THE US ECONOMY

NATIONALLY HELD PUBLIC DEBT AND ECONOMIC GROWTH: AN APPLICATION TO THE US ECONOMY NATIONALLY HELD PUBLIC DEBT AND ECONOMIC GROWTH: AN APPLICATION TO THE US ECONOMY Lucile Sabas Associate Professor: sabas@andrews.edu Leroy Ruhupatty Assistant Professor: ruhupatt@andrews.edu Accounting

More information

A Test of the Modigliani-Miller Theorem Using Market Evaluations of Kazakhstani Banks

A Test of the Modigliani-Miller Theorem Using Market Evaluations of Kazakhstani Banks A Test of the Modigliani-Miller Theorem Using Market Evaluations of Kazakhstani Banks by Shynar Maratova and Gerald Pech 3 February 2018 Abstract Modigliani and Miller state that while in general the capital

More information

Determinants of Merchandise Export Performance in Sri Lanka

Determinants of Merchandise Export Performance in Sri Lanka Determinants of Merchandise Export Performance in Sri Lanka L.U. Kalpage 1 * and T.M.J.A. Cooray 2 1 Central Environmental Authority, Battaramulla 2 Department of Mathematics, University of Moratuwa *Corresponding

More information

EXTERNAL FACTORS INFLUENCE ON INFLATION: THE CASE OF ROMANIA

EXTERNAL FACTORS INFLUENCE ON INFLATION: THE CASE OF ROMANIA EXTERNAL FACTORS INFLUENCE ON INFLATION: THE CASE OF ROMANIA Căpraru Bogdan Al. I. Cuza University of Iaşi, Romania, Faculty of Economics and Business Administration Ihnatov Iulian Al.I. Cuza University

More information

The Impact of Earnings Announcement Surprise on Stock Prices

The Impact of Earnings Announcement Surprise on Stock Prices Trinity College Trinity College Digital Repository Senior Theses and Projects Student Works Spring 2016 The Impact of Earnings Announcement Surprise on Stock Prices Jiayi Huang Trinity College, Hartford

More information