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Statistics without tears : An introduction for non-mathematicians /
Rowntree, Derek
Statistics without tears : An introduction for non-mathematicians / Derek Rowntree - Reissued and updated edition - India Penguin Books 2018 - vi, 119 pages 20 cm.
Before we begin –
How this book is different –
How I suggest you use this book -
1. Statistical Inquiry. Making Sense of Experience. What is Statistics? Descriptive and Inferential Statistics. Collecting a Sample. -
2. Describing our Sample. Statistical Variables. Error, Accuracy, and Approximations. -
3. Summarizing our Data. Tables and Diagrams. Central Tendency (Averages). Measures of Dispersion. -
4. The Shape of a Distribution. Skewed Distributions. Introducing the Normal Distribution. Proportions Under the Normal Curve. Comparing Values. -
5. From Sample to Population. Estimates and Inferences. The Logic of Sampling. A Distribution of Sample-Means. Estimating the Population-Mean. Estimating Other Parameters. -
6. Comparing Samples. From the Same or Different Populations? Significance Testing. The Significance of Significance. Comparing Dispersions. Non-Parametric Methods. -
7. Further Matters of Significance. One- Versus Two-Tailed Tests. Z-Tests and T-Tests. Comparing Several Means. Comparing Proportions. -
8. Analyzing Relationships. Paired Values. Three Kinds of Correlation. The Strength of a Correlation. The Significance of a Correlation Coefficient. Interpreting a Correlation Coefficient. Prediction and Regression. Postscript. Review. Caution. –
Final remarks –
Review –
Caution –
Index.
This book is written for anyone who needs or wants to know how statistics work. It assumes no expert knowledge, and teaches through words and diagrams rather than through figures, formulae and equations - providing the perfect approach for the non-mathematical reader. Written as a "tutorial in print", Derek Rowntree includes questions in his argument; readers can answer them as they go, enabling them to measure their performance and judge how far they have mastered the subject.
9780141987491 (Paperback)
Statistics
519.5
Statistics without tears : An introduction for non-mathematicians / Derek Rowntree - Reissued and updated edition - India Penguin Books 2018 - vi, 119 pages 20 cm.
Before we begin –
How this book is different –
How I suggest you use this book -
1. Statistical Inquiry. Making Sense of Experience. What is Statistics? Descriptive and Inferential Statistics. Collecting a Sample. -
2. Describing our Sample. Statistical Variables. Error, Accuracy, and Approximations. -
3. Summarizing our Data. Tables and Diagrams. Central Tendency (Averages). Measures of Dispersion. -
4. The Shape of a Distribution. Skewed Distributions. Introducing the Normal Distribution. Proportions Under the Normal Curve. Comparing Values. -
5. From Sample to Population. Estimates and Inferences. The Logic of Sampling. A Distribution of Sample-Means. Estimating the Population-Mean. Estimating Other Parameters. -
6. Comparing Samples. From the Same or Different Populations? Significance Testing. The Significance of Significance. Comparing Dispersions. Non-Parametric Methods. -
7. Further Matters of Significance. One- Versus Two-Tailed Tests. Z-Tests and T-Tests. Comparing Several Means. Comparing Proportions. -
8. Analyzing Relationships. Paired Values. Three Kinds of Correlation. The Strength of a Correlation. The Significance of a Correlation Coefficient. Interpreting a Correlation Coefficient. Prediction and Regression. Postscript. Review. Caution. –
Final remarks –
Review –
Caution –
Index.
This book is written for anyone who needs or wants to know how statistics work. It assumes no expert knowledge, and teaches through words and diagrams rather than through figures, formulae and equations - providing the perfect approach for the non-mathematical reader. Written as a "tutorial in print", Derek Rowntree includes questions in his argument; readers can answer them as they go, enabling them to measure their performance and judge how far they have mastered the subject.
9780141987491 (Paperback)
Statistics
519.5
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