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Teach Yourself Statistics

Author(s): GRAHAM A
Edition: 2nd
ISBN10: 0658000845
ISBN13: 9780658000843
Cover: Paperback
 
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List Price $11.95 
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Table of Contents
Foreword xii
Introducing Statistics
1(7)
Some good reasons to learn about statistics
1(1)
What sort of statistical questions can be asked?
2(2)
Can you summarize the data?
2(1)
Is there a significant difference between these two sets of results?
3(1)
Is there a close relationship between the two things under consideration?
3(1)
How are statistical questions investigated?
4(2)
Choosing and using your calculator
6(2)
Some basic maths
8(20)
Algebra
8(7)
Why letters?
8(2)
Algebraic logic
10(5)
Graphs
15(6)
Notation
21(2)
(Capital) Sigma ∑
21(1)
X bar, X
22(1)
Summary
23(1)
Comments on exercises
23(5)
Graphing data
28(19)
Bar charts
28(6)
Pie charts
34(2)
Pictograms
36(1)
Histograms
36(3)
Stemplots
39(3)
Scattergraphs
42(2)
Time graphs
44(1)
Summary
44(1)
Comments on exercises
45(2)
Choosing a suitable graph
47(18)
Types of data
47(5)
Discrete and continuous data
47(3)
Single and paired data
50(2)
Types of statistical judgement
52(4)
Summarizing
52(1)
Comparing
53(2)
Inter-relating
55(1)
Getting the right graph
56(6)
Bar charts and pie charts
56(4)
Stemplots and histograms
60(2)
Summary
62(1)
Comments on exercises
63(2)
Summarizing data
65(24)
Introducing averages -- finding a middle value
65(3)
Calculating and choosing averages
68(8)
Mode
68(2)
A simple mean (X)
70(1)
A weighted mean (X)
71(3)
Median (Md)
74(2)
Spread
76(11)
5-figure summary
77(2)
Boxplot
79(2)
Range
81(1)
Inter-quartile range (dq)
81(2)
Mean deviation
83(1)
Variance (σ2) and Standard deviation (σ)
84(3)
Summary
87(1)
Comments on exercises
88(1)
Lies and statistics
89(20)
Misleading graphs
89(10)
Data set A
90(3)
Data set B
93(4)
Data set C
97(2)
Confusing percentages
99(5)
Inappropriate averages
104(4)
Summary
108(1)
Comments on exercises
108(1)
Choosing a sample
109(21)
The sampling frame
110(2)
Random sampling
112(3)
Generating random numbers
115(1)
Using random numbers to select a sample
116(1)
Register of Electors
117(4)
Sampling variation
121(1)
Systematic sampling
121(3)
Human error and sampling error
124(5)
Summary
129(1)
Collecting information
130(14)
Secondary source data
131(2)
Social Trends
131(2)
Data accuracy
133(2)
Primary source data
135(7)
Experimental design
135(3)
Questionnaire design
138(4)
Summary
142(1)
Comments on exercises
142(2)
Reading tables of data
144(20)
Spreadsheets
145(6)
What is a spreadsheet?
145(1)
Why bother using a spreadsheet?
146(1)
Using a spreadsheet
146(4)
What else will a spreadsheet do?
150(1)
Turning the tables
151(7)
Reading the small print
158(2)
Summary
160(1)
Comments on exercises
160(4)
Regression: describing relationships between things
164(23)
Paired data
164(3)
The `best-fit' line
167(5)
Making predictions
172(6)
Summary
178(1)
Calculating the regression coefficients using the formula
179(2)
Comments on exercises
181(6)
Correlation: measuring the strength of a relationship
187(21)
Scatter
187(4)
Product-moment correlation coefficient
191(6)
Rank correlation
197(5)
Cause and effect
202(5)
Summary
207(1)
Chance and probability
208(20)
Measuring probability
208(5)
Odds
208(2)
Statistical probability
210(3)
Myths and misconceptions about probability
213(2)
Mutually exclusive outcomes and adding probabilities
215(3)
Independence and multiplying probabilities
218(8)
Summary
226(1)
Comments on exercises
226(2)
Probability models
228(26)
Compared to what?
228(1)
The uniform distribution
229(4)
The Normal distribution
233(9)
Calculating probabilities from the Normal curve
238(4)
The binomial distribution
242(10)
The binomial expansion
247(1)
Linking the binomial distribution and the binomial expansion
248(4)
Summary
252(1)
Comments on exercises
252(2)
Deciding on differences
254(32)
Picturing differences
255(5)
Contexts for investigating differences
260(1)
Some basic terminology
261(5)
What is a test of significance?
266(9)
Set up the hypothesis
266(2)
Calculate the test statistic, S
268(1)
Look up the critical value
268(1)
Is S ≤ C?
269(1)
The z test
269(6)
The binomial test
275(5)
Summary
280(1)
Comments on exercises
281(5)
Appendix 286(1)
Choosing the right statistical technique
286

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