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... Exercises 45 -- 4 Theoretical distributions 48 -- 4.1 Introduction 48 -- 4.2 Probability 49 -- 4.3 Samples ... ... distribution 63 -- 4.8 The Poisson distribution 66 -- 4.9 Mathematical calculations 68 -- 4.10 The Uniform ... ... 149 -- Exercises 149 -- 8 Principles of statistical analysis 152 -- 8.1 Introduction 152 -- 8.2 Sampling ... ... distributions 153 -- 8.3 A demonstration of the distribution of sample means 155 -- 8.4 Estimation 160 ... ... -- 8.5 Hypothesis testing 165 -- 8.6 Non-parametric methods 171 -- 8.7 Statistical modelling 173 -- ...

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