Statistics Book with instructions for TI-84, Excel, SPSS, MINITAB, and StataQues. Lots of prolems with answers or complete solutions.

Quick Print Index 1. Descriptive Statistics  2. Probability  
3. Inferential Statistics 4. Correlation

Try the free pdf version and Free Stat Videos

1. Descriptive Statistics    Practice Sets

Quick Questions

PS Answers

QQ Answers

December of 2019 downloads were about 90,000 pdf  Quick Notes Statistics textbooks. It was my best month ever.
Hopefully, users did not have to buy a traditional high-price book.

Many students are also using our
free
Statistics Lab Manual
which loads into most spreadsheets.
 It is really a Quick way to learn.

Here are my Reflections from using
 Quick Statistics and
the Lab manual before retiring.

Thanks! Walter
 suggestions antonw@ix.netcom.com

Taxonomy of Statistics
2 Nature of Statistics and Measurement 
3 Measurement Scales
None Page 3

No Practice Set

Page QQ3

4 Frequency Distributions
5 Graphs

Page 6
Page 7

Page 8   
Page 9
PS 6-7 QQ 8-9
10 Mean   
11 Other Measures 

Page 12 
Page 13

Page14     
Page 15
Page PS12-13 Page QQ14-15
16 Measures     
17 Using Measures   
P 18    
P 19
P 20     
P 21
PS18-19 QQ20-21 
22 Mean & Median     
23  Skewness
Page 24  
Page 25
Page 26   
Page 27
PS 24-25 QQ
26-27
28 Measures  
29 Quartiles-Percentiles
P 30
P 31
P 32
P 33
PS 30-31 QQ 32-33
Test Material Formula Review for  
Descriptive Statistics 34
Descriptive Statistics Test  Page 35   Page 36    Page 37  Page 38  Page 39
Test Page Answers T35  T36-37
 
T38  T39 
2. Probability: The Basis for Inferential Statistics
40 Introduction to Probability   
41 Addition Rule
P 42
P 43 
 P 44
P 45
PS 42-43 QQ 44-45
46-7 Multiplication,
Bayes' Law, Counting
P 48-49 P50-51 PS48-49  QQ 50-51
52 Binomial Probability
53 Poisson Probability       
  
  P 54   
P 55
 
    P 56     
P 57
 PS 54
PS 55
QQ 56
QQ 57  

58 Continuous Normal
Probability Distribution
  
59 Using z      
60 Finding z     61 Normal Approximation-binomial

P 62

P 63

P 64

P 65

PS 62

PS 63
QQ 64
 
QQ 65
66 Sampling Distribution of Mu     
67 Central Limits Theorem

 
 P 68

P 69

PS68 QQ69

70 Population Proportion  
71 Sample Size

   P 72    P73 P 74
P 75
PS72 PS73 QQ
74-75

Probability Test Material
Formula Review    Probability 
 Additional Practice Problems 

Probability Test   P 78  P 79  P 80   P 81   P82  P83
Probability Test Answers  
T78   T78-80
 T80-81  T82   T83 
3. Inferential Statistics    A Taxonomy of Parametric Statistics.

84 Large Sample HT   
85 Two-tail test

P 86

 P 87

 PS 86

QQ87

88 Two large samples   
89 Type 2 error

  P 90   
P 91
  P 92   
P 93
   PS1   
PS2
QQ1 
QQ2

94 one-tail of one sample proportion 
95 one & 2-tail of 2 sample prop 

 P 96  P 97    PS96 QQ97

98 one-tail, 1 small sample 
99 two-tail of 2 small samples, paired difference test

P 100 P 101 PS100 QQ10

102 x-bar chart    
103 R & p charts

P 104
  P 105
  P 106   
P 107
PS104  
  PS105  
QQ106
QQ107

108 Sample Variances, ANOVA  
109 Difference between 3 means

P 110  
P 111
   P 112   
P 113
PS110   
 PS111  
   QQ112
QQ113
114 Two-Factor Analysis of Variance   
115 example, comparing 3 means
P 116    
P 117  
P 118   
P 119
PS116 
PS117
QQ118
QQ119
120 chi-square, Goodness of Fit   
121 Test for independence  
P 122   
P 123
P 124   
P 125
PS122
PS123
QQ124 
QQ125
126 run test, one sample, one tail sign test  
127 Mann-Whitney test
 
 P 128
 P 129
P 130
P 131

PS128
PS129

QQ130 
QQ131
132 two-tail of two sample sign test   
132 testing three medians using Kruskall-Wallis 
 P133 P 134 PS133  Q134 

Inferential Statistics Test Material
Formula Review 
Inferential Statistics  Executive Summary of Inferential

Statistics
Additional Practice Problems

Inferential Statistics Test
P 138  P 139   P 140   P 141  P 142    P 143    Page 144    Page 145 
Test Answers   
T138  T139    T140  T141  T142  T143    T144  T145 
4. Correlation and Regression
146 Correlation  
147 Coefficient. of Determination 
P 148
P 149
P 150
P 151
PS148-
149
QQ150-151
152 Regression      
153 Interval Estimate of a conditional mean
   P 154   
P 155
    P 156      
P 157
PS154-
155
 
QQ156-157

Correlation and Regression Test Material
Formula Review    
Correlation and Regression

Additional Practice Problems              Return to Top

Correlation and Regression Test
P 159   P 160  P161 
Test Answers
T159  T160 T161  

Correlation and Regression Test Material
Formula Review    
Correlation and Regression

Additional Practice Problems

Correlation and Regression Test
P 159   P 160  P161 
Test Answers
T159  T160 T161  

GDP comparisons across time

March 10, 2020Leave a comment
 

from Asad Zaman

This continues a sequence of posts aiming to show how apparently objective statistics conceal large numbers of arbitrary value judgments. 
(1) Lies, Damned Lies, and Statistics,
(2) Subjectivity Concealed in Index Numbers,
(3) The Values of a Market Society,
(4) Cross-Country Comparisons of Wealth,
(5) Purchasing Power Parity,
(6) Downfall of Rhetoric in 20th Century,
(7) Facts & Values: Distinction or Dichotomy?.
This is the 8th post, which considers comparisons of GDP across time within a single country.

In comparisons across countries, we face the difficulty that the concept of “wealth” has varied across societies, and changed with time. The “average basket” of goods varies for each country, because different societies have different preferences and values. We cannot compare apples and oranges. It seems that these problems would be reduced if we considered a single society across time. The concept of wealth, and the average bundle of goods would remain relatively stable, at least across short periods of time. We will now discuss difficulties which arise when we consider growth across time, comparing GDP across the years for a single country.  read more

   Return to Top

Related Free Learning

1. Writing Support

Research Paper Structure 2 min

Creating an Outline 3.5 in

 Introduction 7.5 min

Discussion Section 8 min

Writing a Conclusion 4.5 min


2. Research Paper Overview


How To Write A Research Paper Fast 5 min

How to Write a Great Research Paper 34 min

How to Write a Great Research Paper from MS  58min

 

3. Internet Tools

15 Writing Papers and Essays Faster 3.5 min

Finding Online Sources Research Papers 10 Min

Citations Using Word 12 min

Basic MLA Research Paper 15 min

 

Quality Control Notes from R. C. Baker, Department of Information Systems and Operations, University of Texas at Arlington

Review of Statistics:  SINGLE MEAN  LECTURE, Excel Stat Functions, Homework, AOV, Quality Tools: [Binomial Confidence Limits, Sample Size to find at least 1 defective, Acceptance Sampling OC curves, Poisson Confidence Limits, Tolerance Limits]

I. Statistical Process Control: SPC Web Files Control Chart Presentation, X-Bar Chart Lecture, X-Bar Chart Examples(stable and unstable),
Capability Index, X-Bar/R Set-up and Production,
X-Bar/R Control Chart Homework,
P and C Control Charts (word),
P and C Control Charts (excel),
SPC Test 1, SPC Test 2

II. Acceptance Sampling PP Slides

Operating Characteristic Curves,

AccpSamp Test1,

Compare Level I and II,

Compare All Levels,

Compare  AQL=.065%  

    Sampling Plan Selection Web Site:  http://www.sqconline.com/mil-std-105.html

III.  Measurement Systems: 

Excel Spreadsheet MS, Homework, Homework SG Output CANDY COUNT DATA

Good Web Site:  http://www.6sigma.us/MeasurementSystemsMSA/measurement-systems-analysis-MSA-p1.html

IV. DESIGN OF EXPERIMENTS:

 DOE PowerPt.Presentation,

 DOE Test 1, DOE Test 2,

DOE Seal Data,
Taguchi Web Site:

http://www.itl.nist.gov/div898/handbook/pri/section5/pri56.htm

CQE Training Problems: Problems, Data, Answer Key

 

 

 

 

 

 

 

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