Introduction to Statistics and Data Analysis

Introduction to Statistics and Data Analysis

With Exercises, Solutions and Applications in R

Heumann, Christian; Schomaker, Michael; Shalabh

Springer International Publishing AG

09/2018

456

Mole

Inglês

9783319834566

15 a 20 dias

718

Descrição não disponível.
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.- Part IV Appendices: Introduction to R.- Solutions to Exercises.- Technical Appendix.- Visual Summaries.
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descriptive statistical methods;inductive statistical methods;quantitative data analysis;statistical software R;introduction to statistics;explorative statistical methods;applications of statistical methods;probability distributions;statistical inference;hypotheses testing;linear regression;random variables;graphical representation of data