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Understanding Data David Griffiths

Understanding Data By David Griffiths

Understanding Data by David Griffiths


$27.49
Condition - Very Good
Only 1 left

Summary

Aiming to provide the concepts and tools to analyze data intelligently, the early chapters in this work emphasize collection, display, examination, summary and presentation of data.

Understanding Data Summary

Understanding Data: Principles and Practice of Statistics by David Griffiths

Aiming to provide the concepts and tools to analyze data intelligently, the early chapters in this work emphasize collection, display, examination, summary and presentation of data. Inference is reserved for later chapters when students should be familiar with data structures and data variability. The book: uses real data to motivate and explain methods and concepts; emphasizes statistical thinking rather than algebra or arithmetic; uses international examples; stresses graphical and numerical summaries of data before formal inference; and covers topics needed for the intelligent use of statistics in the computer age.

Table of Contents

Why Statistics?: Some Opportunities for Statistics; An Overview of Statistical Studies. Exploring Univariate Data: Data - More Than Numbers; Dot Plots; Stem-and-Leaf Plots; Histograms; Transformations; Displaying Discrete Data; Comparing Two or More Batches; Quartiles and Box Plots; Numerical Summaries. Exploring Change - Time Series Time Series Data; Displaying Time Series; Smoothing; Seasonal Time Series; Control Charts. Exploring Relationships - Bi-Variate Data: Scatterplots; Strength of a Relationship - Correlation; Form of a Relationship - Least Squares; Nonlinear Relationships; Multivariate Data; Causation and Experimental Design. Exploring Categorical Data: Categorical Data; Displaying Categorical Data; Comparing Batches of Categorical Values; Bivariate Categorical Data; Causal Association in Categorical Relationships. Principles Of Data Presentation: General Principles; 'Signal' and 'Noise'; Removal of Data Noise; Avoidance of Non-Data Noise; Faithful Representation of Data; Graphical Excellence. Data Collection - The Importance Of Design: Available Data; Data Collection; Sample Surveys; Designed Experiments. From Populations To Samples - Sampling Phenomena: Populations and Sampling; Variability of Samples; Variability of Sample Means; Variability of Sample Proportions. From Samples To Populations - Inferencee: Estimation; Testing Hypotheses; Comparison of Two Populations; Comparison of Several Population Means - Analysis of Variance; Regression Inference; Review Problems.

Additional information

GOR003504686
9780471337348
047133734X
Understanding Data: Principles and Practice of Statistics by David Griffiths
Used - Very Good
Paperback
John Wiley and Sons Ltd
1997-10-15
414
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

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