Applied Statistics: Theory and Problem Solutions with R 1st Edition Dieter Rasch Rostock 1119551544 9781119551546

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Product details:

• ISBN-10: 1119551544
• ISBN-13: 9781119551546
• Author: Dieter Rasch Rostock 

Applied statistics covers both the theory and the application of modern statistical and mathematical modelling techniques to applied problems in industry, public services, commerce, and research. It proceeds from a strong theoretical background, but it is practically oriented to develop one’s ability to tackle new and non-standard problems confidently. Taking a practical approach to applied statistics, this user-friendly guide teaches readers how to use methods of statistics and experimental design without going deep into the theory.

Table of contents:

1 The R‐Package, Sampling Procedures, and Random Variables
2 Point Estimation
3 Testing Hypotheses – One‐ and Two‐Sample Problems
4 Confidence Estimations – One‐ and Two‐Sample Problems
5 Analysis of Variance (ANOVA) – Fixed Effects Models
6 Analysis of Variance – Models with Random Effects
7 Analysis of Variance – Mixed Models
8 Regression Analysis
9 Analysis of Covariance (ANCOVA)
10 Multiple Decision Problems
11 Generalised Linear Models
12 Spatial Statistics

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