Einleitung des Herausgebers
Wie der Titel schon sagt, enthält dieser Abschnitt einige einführende Arbeiten zur Ökonometrie, die Ihnen helfen werden, das Thema zu verstehen und eine breitere Perspektive zu gewinnen.
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Literatur
R Development Core Team (2018) R: a language and environment for statistical computing
Gil-Alana LA (2001) Testing stochastic cycles in macroeconomic time series. J Time Ser Anal 22(4):411–430
Gil-Alana LA, Gupta R (2014) Persistence and cycles in historical oil price data. Energy Econ 45:511–516
Caporale GM, Gil-Alana LA (2014) Long-run and cyclical dynamics in the US stock market. J Forecast 33(2):147–161
Caporale GM, Gil-Alana LA (2005) Fractional cointegration and aggregate money demand functions. Manch Sch 73(6):737–753
Gil-Alana LA (2005a) Fractional cyclical structures and business cycles in the specification of the US real output. Euro Res Stud J 8(1–2):99–126
Granger CWJ (1980) Long memory relationships and the aggregation of dynamic models. J Econ 14(2):227–238
Bierens HJ (1997) Testing the unit root with drift hypothesis against nonlinear trend stationarity with an application to the US price level and interest rate. J Econ 81(1):29–64
Ben Nasr A, Ajmi AN, Gupta R (2014) Modeling the volatility of the Dow Jones Islamic market world index using a fractionally integrated time varying GARCH (FITVGARCH) model. App FIn Econ 24(14):993–1004
Bai J, Perron P (2003) Computation and analysis of multiple structural change models. J Appl Econ 18(1):1–22
Breusch TS, Pagan A (1980) The Lagrange multiplier test and its applications to model specification in econometrics. Rev Econ Stud 47:239–253
Bhargava A, Franzini L, Narendranathan W (1982) Serial correlation and the fixed effects model. Rev Econ Stud 49(4):533–549
Baltagi BH, Li Q (1995) Testing AR(1) against MA(1) disturbances in an error component model. J Econom 68:133–151
Bera AK, Sosa-Escudero W, Yoon M (2001) Tests for the error component model in the presence of local misspecification. J Econom 101:1–23
Hong Y, Kao C (2004) Wavelet-based testing for serial correlation of unknown form in panel models. Econometrica 72:1519–1563
Lee J, Hong Y (2001) Testing for serial correlation of unknown form using wavelet methods. Econom Theory 17:386–423
Choi I (2001) Unit root tests for panel data. J Int Money Finance 20:249–272
Hartung J (1999) A note on combining dependent tests of significance. Biom J 41(7):849–855
Hamilton JD (2018) Why you should never use the Hodrick-Prescott filter. Rev Econ Stat 100(5):831–843
Harvey AC, Jaeger A (1993) Detrending, stylized facts and the business cycle. J Appl Econom 8(3):231–247
Cogley T, Nason JM (1995) Effects of the Hodrick–Prescott filter on trend and difference stationary time series implications for business cycle research. J Econ Dyn Control 19(1):253–278
Pollock D (2013a) Cycles, syllogisms and semantics: examining the idea of spurious cycles. J Time Ser Econom 6(1):81–102
Christiano LJ, Fitzgerald TJ (2003) The band pass filter. Int Econ Rev 44(2):435–465
Baxter M, King RG (1999) Measuring business cycles: approximate band-pass filters for economic time series. Rev Econ Stat 81(4):575–593
Roehner BM, Sornette D (2000) “Thermometers” of speculative frenzy. Eur Phys J B Condens Matter Complex Syst 16:729–739
Greenwood R, Shleifer A (2014) Expectations of returns and expected returns. Rev Financ Stud 27(3):714–746
Carro A, Toral R, San Miguel M (2015) Markets, herding and response to external information. PLoS ONE 10(7):e0133287
Simon H (1972) Theories of bounded rationality. In: McGuire CB, Radner R (eds) Decision and organization. North-Holland, Amsterdam, pp 161–176
Kahneman D (2003) Maps of bounded rationality: psychology for behavioral economics. Am Econ Rev 93(5):1449–1475
Andersson M, Hedesström M, Gärling T (2014) A social-psychological perspective on herding in stock markets. J Behav Finance 15(3):226–234
Cont R, Bouchaud JP (2000) Herd behavior and aggregate fluctuations in financial markets. Macroecon Dyn 4(2):170–196
Curtin RT (1982) Indicators of consumer behavior: the University of Michigan surveys of consumers. Public Opin Q 46:340–352
Kellstedt PM, Linn S, Hannah AL (2015) The usefulness of consumer sentiment: assessing construct and measurement. Public Opin Q 79(1):181–203
Kraft P, Weber C, Lebo M (2015) The ArfimaMLM package for R. https://cran.r-project.org/web/packages/ArfimaMLM/ArfimaMLM.pdf
Friedman JH (1991) Multivariate adaptive regression splines. Ann Stat 19(1):1–67
Sephton P, Mann J (2013a) Further evidence of the environmental Kuznets curve in Spain. Energy Econ 36:177–181
Sephton P, Mann J (2013b) Threshold cointegration: model selection and an application. J Econ Econom 56(2):54–77
Kander A, Lindmark M (2004) Energy consumption, pollutants emissions and growth in the long run: Sweden through 200 years. Eur Rev Econ Hist 8:297–335
Lindmark M, Acar S (2014) The environmental Kuznets curve and the Pasteur effect: environmental costs in Sweden 1850–2000. Eur Rev Econ Hist 18(3):306–323
Sephton P (1994) Cointegration tests on MARS. Comput Econ 7(1):23–35
Meijer E, Wansbeek TJ (2000) Measurement error in a single regressor. Econ Lett 69:277–284
Fuller WA (1987) Measurement error models. Wiley, New York
Wansbeek TJ, Meijer E (2000) Measurement error and latent variables in econometrics. North-Holland, Amsterdam
Buonaccorsi J (2010) Measurement error, models, methods, and applications. Chapman & Hall, Boca Raton
Meijer E, Wansbeek TJ (2007) The sample selection model from a method of moments perspective. Econ Rev 26:25–51
Baltagi BH (2005) Econometric analysis of panel data, 3rd edn. Wiley, New York
Meijer E, Spierdijk L, Wansbeek TJ (2015) Measurement error in panel data. In: Baltagi BH (ed) The Oxford handbook of panel data. Oxford University Press, Oxford, pp 325–362
Meijer E, Spierdijk L, Wansbeek TJ (2017) Consistent estimation of linear panel data models with measurement error. J Econ 200:169–180
Oczkowski E (2001) Hedonic wine price functions and measurement error. Ecoc Rec 77:374–382
Kräger H, Kugler P (1993) Non-linearities in foreign exchange markets: a different perspective. J Int Money Finance 12(2):195–208
Beaudry P, Koop G (1993) Do recessions permanently change output? J Monet Econ 31(2):149–163
Pfann GA, Schotman PC, Tschernig R (1996) Nonlinear interest rate dynamics and implications for the term structure. J Econom 74(1):149–176
Hamilton JD (1996) This is what happened to the oil price–macroeconomy relationship. J Monet Econ 38(2):215–220
Hamilton JD (2003) What is an oil shock? J Econom 113(2):363–398
Narayan PK (2006) The behaviour of US stock prices: evidence from a threshold autoregressive model. Math Comput Simul 71(2):103–108
Hansen BE (2011) Threshold autoregression in economics. Stat Interface 4(2):123–127
Koop G, Potter SM (1999) Dynamic asymmetries in US unemployment. J Bus Econ Stat 17(3):298–312
Hansen BE (2017) Regression kink with an unknown threshold. J Bus Econ Stat 35(2):228–240
Humpe A, Macmillan P (2009) Can macroeconomic variables explain long-term stock market movements? a comparison of the US and Japan. Appl Financ Econ 19(2):111–119
Hansen BE (2000) Sample splitting and threshold estimation. Econometrica 68(3):575–603
Müller U, Watson M (2016) Measuring uncertainty about long-run predictions. Rev Econ Stud 83(4):1711–1740
Zhou Z, Xu Z, Wu WB (2010) Long-term prediction intervals of time series. IEEE Trans Inform Theory 56(3):1436–1446
Pascual L, Romo J, Ruiz E (2006) Bootstrap prediction for returns and volatilities in GARCH models. Comput Stat Data Anal 50(9):2293–2312
Pascual L, Romo J, Ruiz E (2004) Bootstrap predictive inference for ARIMA processes. J Time Ser Anal 25(4):449–465
Elliott G, Muller UK, Watson MW (2015) Nearly optimal tests when a nuisance parameter is present under the null hypothesis. Econometrica 83(2):771–811
Nakamoto, S. (2008). Bitcoin: A peer-to-peer electronic cash system. Retrieved from: https://bitcoin.org/bitcoin.pdf.
Antonopoulos, A. M. (2014). Mastering Bitcoin: Unlocking digital cryptocurrencies. Newton: O’Reilly Media, Inc.
Franco, P. (2014). Understanding Bitcoin: Cryptography, engineering and economics. Oxford: Wiley.
Kristoufek, L. (2015). What are the main drivers of the Bitcoin price? Evidence from wavelet coherence analysis. PLoS One, 10(4), 1–19. https://doi.org/10.1371/journal.pone.0123923.
Durbin, J., and Koopman, S. J. (2012). Time series analysis by state space methods. Oxford: Oxford University Press. https://doi.org/10.1017/cbo9781107415324.004.
Koop, G., Poirier, D. J., and Tobias, J. L. (2007). Bayesian econometric methods. Cambridge: Cambridge University Press.
Wold, S., C. Albano, W. J. Dunn III, K. Esbensen, S. Hellberg, E. Johansson, and H. Sjöström. 1983. Pattern recognition: Finding and using regularities in multivariate data. In Proc. UFOST Conf., Food Research and Data Analysis, ed. J. Martens. Applied Science Publications: London.
Wold, S., H. Martens, and H. Wold. 1983. The multivariate calibration problem in chemistry solved by the PLS method. In Proc. Conf. Matrix Pencils, eds. A. Ruhe, and B. Kagstrom, 286–293. Berlin: Springer.
Durbin, J. 1954. Errors in variables. Review of the International Statistical Institute 22: 23–32.
Olkin, I., and S. Yitzhaki. 1992. Gini regression analysis. International Statistical Review 602: 185–196.
Fix, Evelyn. 1949. Distributions which lead to linear regressions. In Proceedings of the Berkeley Symposium on Mathematical Statistics and Probability, University of California Press, 79–91.
Rao, C.R. 1949. A correction to note on a problem of Ragnar Frisch. Econometrica 17 (3–4): 212.
Rao, C.R. 1947. Note on a problem of Ragnar Frisch. Econometrica 15 (3): 245–249.
Rao, C.R. 1966. Characterisation of the distribution of random variables in linear structural relations. Sankhya 28: 251–260.
Rao, C.R. 1952. Advanced statistical methods in biometric research. New York: Wiley.
Rao, C.R. 1973. Linear statistical inference and its applications. New York: Wiley.
Reiersol, Olav. 1941. Confluence analysis by means of lag moments and other methods of confluence analysis. Econometrica 9 (1): 1–22.
Kagan, A.M., Yu.V. Linnik, and C.R. Rao. 1973. Characterization problems in mathematical statistics. New York: Wiley.
Vinod, H.D. 1982. Maximum entropy measurement error estimates of singular covariance matrices in undersized samples. Journal of Econometrics 20 (1982): 163–174.
Neyman, J., and E. Scott. 1948. Consistent estimates based on partially consistent observations. Econometrica 16 (1): 1–32.
Goldsmith RW (1969) Financial structure and development. Yale University Press, New Haven
McKinnon RI (1973) Money and capital in economic development. J Int Econ 4:223–224
King RG, Levine R (1993) Finance, entrepreneurship, and growth: theory and evidence. J Monet Econ 32:513–542
Destefanis S, Barra C, Lubrano-Lavadera G (2014) Financial development and economic growth: evidence from highly disaggregated Italian data. Appl Financ Econ 24(24):1605–1615
ISTAT (2005) Sistemi Locali del Lavoro. http://www.istat.it/it/archivio/17628. Accessed 12 July 2013
Roodman D (2009) How to Do xtabond2: an Introduction to “Difference” and “System” GMM in Stata. Stata Journal 9(1):86–136
Aspachs O et al (2007) Towards a measure of financial fragility. Ann Financ 3:37–74
Enowbi-Batuo M, Kupukile M (2010) How can economic and political liberalisation improve financial development in African countries? J Financ Econ Pol 2(1):35–59
Jokipii T, Monnin P (2013) The impact of banking sector stability on the real economy. J Int Money Financ 32:1–16
Creel J, Hubert P, Labondance F (2015) Financial stability and economic performance. Econ Model 48(25):40
Engle RF, Lilien D, Robins R (1987) Estimating time varying risk premia in the term structure: the ARCH-M model. Econometrica 55:391–407
Kumar, T. K., Vinod, H. D., and Deman, S. 2010. Professor C.R. Rao’s Contributions to Econometrics, SSRN eLibrary. http://ssrn.com/abstract=1722743. Accessed 13 June 2020.
Vinod, H.D., and B.D. McCullough. 2003. Comments: Econometrics and software. Journal of Economic Perspectives 17 (1): 223–224.
Rao, C. R. 1991. An Autobiographical Account of Research Work, Montreal, Quebec, Canada, H3G 1M6: T. D. Dwivedi, Statistics ’91 Canada, Concordia University.
Godambe, V. P. 2001. Estimation of Median: Quasi-Likelihood and Optimum Estimating Functions, Working paper, Statistics Department, University of Waterloo. https://www.researchgate.net/publication/251344524_Estimation_of_Median_Quasi-Likelihood_and_Optimum_Estimating_Functions. Accessed 13 June 2020.
Hall, W.J., and D.J. Mathiason. 1990. On Large-Sample Estimation and Testing in Parametric Models. International Statistical Review 58 (1): 77–97.
Vinod, H.D. 1991. Rao’s Weighted Distribution in Econometrics: An Application to Unemployment Statistics and Okun’s Law. Journal of Quantitative Economics, New Series 7 (2): 247–254.
Kagan, A.M., YuV Linnik, and C.R. Rao. 1973. Characterization Problems in Mathematical Statistics. New York: Wiley.
Yuan M, Lin Y (2006) Model selection and estimation in regression with grouped variables. J R Stat Soc Ser B 68(1):49–67
Meier L, van de Geer S, Buhlmann P (2008) The grouped lasso for logistic regression. J R Stat Soc Ser B 70(1):53–71
Simon N, Friedman J, Hastie T, Tibshirani R (2013) A sparse-group lasso. J Comput Graph Stat 22(2):231–245
Vincent M, Hansen NR (2014) Sparse group lasso and high dimensional multinomial classification. Comput Stat Data Anal 71:771–786
Haile PA, Hong H, Shum M (2003) Nonparametric tests for common values in first-price sealed-bid auctions. In: NBER working paper no. 10105
Athey S, Haile PA (2007) Nonparametric approaches to auctions. In: Chapter 60 in handbook of econometrics. Elsevier, Amsterdam
Lokhorst J (1999) The lasso and generalized linear models. Technical report. University of Adelaide, Adelaide
Roth V (2004) The generalized LASSO. IEEE Trans Neural Netw 15(1):16–28
Kumar, A. 1993. The Missing Dimension of Macro Economic Policy Making in India. The Black Economy, mimeo. Working Paper of the DSA, Centre for Economic Studies and Planning. New Delhi: School of Social Sciences, Jawaharlal Nehru University.
Rakshit, M. 1989. Underdevelopment of Commodity, Credit and Land Markets: Some Macroeconomic Implications. In Studies in the Macroeconomics of Developing Countries, ed. Mihir Rakshit. Delhi: Oxford University Press.
Perron, P. 1989. The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis. Econometrica 57 (6): 1361–1401.
Chudik, A., and M. Hashem Pesaran. 2015b. Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. Journal of Econometrics 188: 393–420.
Chudik, A., K. Mohaddes, Pesaran M. Hashem, and M. Raissi. 2017. Is There a debt-threshold effect on output growth?. Review of Economics and Statistics 99 (1): 135–150.
Branson, William, Hannu Halttunen, and Paul Masson. 1977. Exchange rates in the short run: the dollar-deutschemark rate. European Economic Review 10: 303–324.
Hashem, Pesaran M. 2006. Estimation and Inference in large heterogeneous panels with a multifactor error structure. Econometrica, Econometric society 74 (4): 967–1012.
Chudlik A., G. Kapetanios, and Pesaran M. Hashem. 2016. A one-covariate at a time, multiple testing approach to variable selection in high-dimensional linear regression models. Globalization and Monetary Policy Institute Working Paper 290, Federal Reserve Bank of Dallas.
Bahmani-Oskooee, M., and A.B.M. Nasir. 2002. Corruption, law and order, bureaucracy, and real exchange rate. Economic Development and Cultural Change 50: 1021–1028.
Pelzman, Joseph. 1984. The multifiber arrangement and its effect on the profit performance of the U.S. textile industry. In The structure and evolution of recent U.S. trade policy, ed. R.E. Baldwin and Anne O. Krueger, 111–141. USA: The University of Chicago Press.
Mishra, P. 2010. Structure, conduct and performance in Indian pharmaceutical industry: a simultaneous equations investigation. Review of Development and Change 15 (1): 69–99.
Mishra, Pulak, and Deepti Sahoo. 2012. Structure, conduct and performance of Indian banking sector. Review of Economic Perspectives 12 (4): 235–264.
Bhandari, A.K. 2010. Concentration, entry barriers and profitability in the Indian industries: an empirical analysis. Journal of Quantitative Economics 8 (2): 61–80.
Kambhampati, Uma, and Ashok Parikh. 2003. Disciplining firms: the impact of trade reforms on profit margins in Indian industry. Applied Economics, Taylor & Francis Journals 35 (4): 461–470.
Liaqat, Zara. 2014. The end of multi-fibre arrangement and firm performance in the textile industry: new evidence. Pakistan Development Review. 52: 97–126. https://doi.org/10.30541/v52i2 pp.97–126.
Stigler, George J., 1964, A theory of oligopoly, Journal of Political Economy 72, 4461. Reprinted in George J. Stigler, 1968, The organization of industry (Richard D. Irwin, Homewood, IL) 39962
Demsetz, H. 1973. Industry structure, market rivalry and public policy. Journal of Law and Economics 16 (April): 1–9.
Demsetz, H. 1974. Two systems of belief about monopoly’, in industrial concentration: the new learning, The 1974 Conference on Industrial Concentration. In Efficiency, competition, and policy: the organization of economic activity, vol. 2, ed. H.J. Goldschmid, H.M. Mann, and J.F. Weston. Little, Brown.
Peltzman, S. 1977. The gains and losses from industrial concentration. Journal of Law and Economics 20 (October): 229–263.
Gale, B., and B. Branch. 1982. Concentration versus market share: which determines performance and why does it matter? The Antitrust Bulletin 27 (1): 83–103.
Cowling, K., and M. Waterson. 1976. Price-cost margins and market structure. Economica 43 (171): 267–274. https://doi.org/10.2307/2553125.
Salinger, M.A. 1984. Tobin’s q, unionization and the concentration-profits relationship’. Rand Journal of Economics 15: 159–170.
Lindenberg, E.B., and S.A. Ross. 1981. Tobin’s q ratio and industrial organization’. Journal of Business 54: 1–32.
Pagoulatos, E., and R. Sorensen. 1981. A simultaneous equation analysis of advertising, concentration and profitability. Southern Economic Journal 47 (3): 728–741. https://doi.org/10.2307/1057367.
Bothwell, James L., Thomas F. Cooley, and Thomas E. Hall. 1984. A new view of the market structure-performance debate. Journal of Industrial Economics 32 (4): 397–417.
Love, I., and L. Zicchino. 2006. Financial development and dynamic investment behavior: evidence from panel VAR. Quarterly Review of Economics and Finance 46: 190–210.
Mukhopadhyay, J., and I. Chakraborty. 2017. Competition and industry performance: a panel VAR analysis in Indian manufacturing sector. Journal of Quantitative Economics 15 (2): 343–366.
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Aher, V. (2023). Einführung und Überblick. In: Aher, V. (eds) Statistische und mathematische Methoden in der Wirtschaft. Springer Gabler, Wiesbaden. https://doi.org/10.1007/978-3-658-39275-8_1
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