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Introduction to Statistics and Data Analysis: With Exercises, Solutions and Applications in R (2nd Edition)

Posted By: hill0
Date: 31 Jan 2023 06:31:01
Introduction to Statistics and Data Analysis: With Exercises, Solutions and Applications in R (2nd Edition)

Introduction to Statistics and Data Analysis: With Exercises, Solutions and Applications in R
English | 2023 | ISBN: 3031118324 | 584 Pages | PDF EPUB (True) | 58 MB

Part I Descriptive Statistics: Introduction and Framework.- Frequency Measures and Graphical Representation of Data.- Measures of Central Tendency and Dispersion.- Association of Two Variables.- Part I Probability Calculus: Combinatorics.- Elements of Probability Theory.- Random Variables.- Probability Distributions.- Part III Inductive Statistics: Inference.- Hypothesis Testing.- Linear Regression.- Logistic Regression.- Part IV Additional Topics Simple Random Sampling and Bootstrapping.- Causality.- Part V Appendices: Introduction to R.- Solutions to Exercises.- Technical Appendix.- Visual Summaries.

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