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2020 | OriginalPaper | Chapter

9. Statistical Inference

Author : Vikram Dayal

Published in: Quantitative Economics with R

Publisher: Springer Singapore

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Abstract

We use box models to illustrate statistical significance. We use simulation to understand sampling distributions and confidence intervals. We then look at simulation-based methods for statistical inference—the bootstrap and permutation tests.

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Literature
go back to reference Bruce, P., and A. Bruce. 2017. Practical statistics for data scientists: 50 essential concepts. Sebastopol: O’Reilly Media. Bruce, P., and A. Bruce. 2017. Practical statistics for data scientists: 50 essential concepts. Sebastopol: O’Reilly Media.
go back to reference Chihara, L., and T. Hesterberg. 2011. Mathematical statistics with resampling and R. Hoboken, New Jersey: Wiley.MATH Chihara, L., and T. Hesterberg. 2011. Mathematical statistics with resampling and R. Hoboken, New Jersey: Wiley.MATH
go back to reference Efron, B., and R.J. Tibshirani. 1991. Statistical data analysis in the computer age. Science, New Series 253 (5018): 390–395. Efron, B., and R.J. Tibshirani. 1991. Statistical data analysis in the computer age. Science, New Series 253 (5018): 390–395.
go back to reference Freedman, D., R. Pisani, and R. Purves. 2009. Statistics, 4th ed. New Delhi: Viva Books.MATH Freedman, D., R. Pisani, and R. Purves. 2009. Statistics, 4th ed. New Delhi: Viva Books.MATH
go back to reference Kahneman, D. 2011. Thinking, fast and slow. India: Penguin Books. Kahneman, D. 2011. Thinking, fast and slow. India: Penguin Books.
go back to reference Kennedy, P. 2003. A guide to econometrics. Cambridge: The MIT Press. Kennedy, P. 2003. A guide to econometrics. Cambridge: The MIT Press.
go back to reference Maindonald, J., and W.J. Braun. 2010. Data analysis and graphics using R: an example-based approach, 3rd ed., Cambridge series in statistical and probabilistic mathematics Cambridge: Cambridge University Press.MATH Maindonald, J., and W.J. Braun. 2010. Data analysis and graphics using R: an example-based approach, 3rd ed., Cambridge series in statistical and probabilistic mathematics Cambridge: Cambridge University Press.MATH
go back to reference Moore, D.S., G.P. McCabe, and B.A. Craig. 2009. Introduction to the practice of statistics. New York: W H Freeman and Company. Moore, D.S., G.P. McCabe, and B.A. Craig. 2009. Introduction to the practice of statistics. New York: W H Freeman and Company.
Metadata
Title
Statistical Inference
Author
Vikram Dayal
Copyright Year
2020
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-2035-8_9