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Chris Jones
End-to-end Data Analytics for Product Development
Читать книгу End-to-end Data Analytics for Product Development - Chris Jones - Страница 1
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Страница 1
Table of Contents
List of Tables
List of Illustrations
Guide
Pages
End‐to‐End Data Analytics for Product Development A Practical Guide for Fast Consumer Goods Companies, Chemical Industry and Processing Tools Manufacturers
Страница 8
Biographies
Preface
About the Companion Website
1 Basic Statistical Background 1.1 Introduction
Learning Objectives and Outcomes
Stat Tool 1.1 Statistical Variables and Types of Data
Stat Tool 1.2 Statistical Unit, Population, Sample
Stat Tool 1.3
Descriptive and Inferential Analysis
Stat Tool 1.4 Shapes of Data Distributions
Stat Tool 1.5 Shapes of Data Distributions for Quantitative Variables
Stat Tool 1.6 Measures of Central Tendency: Mean and Median
Stat Tool 1.7 Measures of Non‐Central Tendency: Quartiles
Stat Tool 1.8 Measures of Variability: Range and Interquartile Range
Stat Tool 1.9 Measures of Variability: Variance and Standard Deviation
Stat Tool 1.10 Measures of Variability: Coefficient of Variation
Stat Tool 1.11 Boxplots
Stat Tool 1.12 Basic Concepts of Statistical Inference
Stat Tool 1.13 Inferential Problems
Stat Tool 1.14
Estimation of Population Parameters and Confidence Intervals
Stat Tool 1.15 Hypothesis Testing
Stat Tool 1.16 The p‐Value
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