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Pharmaceutics book: Essential Statistics for the Pharmaceutical Sciences

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Subject: Pharmaceutics

Book Name: Essential Statistics for the Pharmaceutical Sciences
Publication: Wily 
Page: 308

Content:

PART 1: DATA TYPES 1
1 Data types 3
PART 2: INTERVAL-SCALE DATA 7
2 Descriptive statistics 9
3 The normal distribution 27
4 Sampling from populations – the SEM 35
5 Ninety-five per cent confidence interval for the mean 49
6 The two-samplet-test (1). Introducing hypothesis tests 67
7 The two-sample t-test (2). The dreaded Pvalue 83
8 The two-sample t-test (3). False negatives, power and necessary sample sizes 89
9 The two-samplet-test (4). Statistical significance, practical significance and equivalence 103
10 The two-samplet-test (5). One-sided testing 117
11 What does a statistically significant result really tell us? 127
12 The pairedt-test – comparing two related sets of measurements 133
13 Analyses of variance – going beyondt-tests 145
14 Correlation and regression – relationships between measured values 169
PART 3: NOMINAL-SCALE DATA 195
15 Describing categorized data 197
16 Comparing observed proportions – the contingency chi-square test 209
PART 4: ORDINAL-SCALE DATA 221
17 Ordinal and non-normally distributed data. Transformations and non-parametric tests 223
PART 5: SOME CHALLENGES FROM THE REAL WORLD 245
18 Multiple testing 247
19 Questionnaires 257
PART 6: CONCLUSIONS 275
20 Conclusions 277

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