Statistics for Dummies (56 page)

Read Statistics for Dummies Online

Authors: Deborah Jean Rumsey

Tags: #Non-Fiction, #Reference

BOOK: Statistics for Dummies
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Index
N
n
, sample size, definition,
2
narrow confidence interval,
201
National Cancer Institute,
338
National Highway Traffic Safety Administration (NHSTA),
11
National Institute for Drug Abuse study,
278
National Institutes of Health (NIH),
272
,
281
National Rifle Association,
337
National Weather Service Forecast Office,
282
NBA player salaries
about,
101
,
110
average salary of NBA player,
102-103
Web site,
335
negative inverse relationship,
285
negative linear relationship,
285
negative numbers,
108
negative standard score,
154
The New England Journal of Medicine
,
333
New York lottery
pie charts,
67-68
Web site,
334
New York schools' revenue,
69
newborn deliveries survey,
17-18
news organizations as source of surveys,
252
non-random sampling,
44
non-response survey criteria,
314-315
normal distribution
about,
303
bell-shaped curve,
145-146
shape and center,
146
statistical term,
49-50
null hypothesis,
220
,
229
,
237
numerical data
about,
45
,
62
,
205
histograms,
88
numerical data summary
about,
101
,
106-113
center of data set,
101-105

 

Index
O
observational studies versus experiments,
268
odds
probability versus,
54-55
of winning,
135
office e-mail,
37
Ohio lottery
about,
64-65
Web site,
334
Ohio State University Medical Center,
283
older mothers study,
274
O'Neal, Shaquille,
101-103
organization of data in survey,
265
original sources of statistical information,
21
outcomes
probability,
119
,
120
two,
127
outliers
about,
47
,
103
effect on mean,
105
standard deviation and,
109
outright deception,
34-36
over measure results,
276
overstatement of results,
278-279

 

Index
P
p
-values
about,
56
,
230
,
247
claims,
223-226
interpretation,
225-226
pain survey,
338
paired data,
242-245
paired differences,
243
paper towels absorbency study,
241-242
parameters
about,
46
,
191
,
197
estimating with confidence interval,
198
hypothesis tests,
219
links estimation,
193-194
parks, allow dogs,
314-315
participation in surveys,
319
payouts in gambling games,
122
percentages
about,
23
,
26
probability and,
119
percentiles
about,
48
,
110-111
calculation,
111
interpretation,
112-113
results,
156-159
from standard normal distribution,
157
versus totals,
77-80
Perot, Ross,
33-34
,
333
personal life, probability,
118
personnel, trained,
318-319
pets,
37
photographers,
18
physician's study,
32-33
pickup truck survey,
197-198
pie charts
about,
62
accuracy,
65
consumer expenditures,
63
evaluation,
71
Florida lottery,
65
,
68
Michigan lottery,
67
New York lottery,
67-68
population trends,
70-71
state lotteries,
63-68
tax money spent,
68-70
top ten state lotteries,
66
pilot study,
318
pizza store statistics,
18
placebo,
51
,
246
placebo effect,
51-52
,
273
placement scores,
155-156
plural births time charts,
84-85
plus or minus (±),
179
,
193
political candidates,
33-34
political parties,
98-99
,
252
polls
about,
52
,
252
impact of,
252-256
source of,
252-253
studying,
13
pollsters,
252
popcorn and cancer,
10
population
by age and gender,
99-100
estimates by state,
86-88
hypothesis tests,
219
pie charts,
70-71
projections,
128
sample results variability,
175-176
in statistical terms,
42
variability, confidence intervals,
203
positive linear relationship,
285
positive proportional relationship,
285
positive standard score,
154
Powerball lottery,
135-137
predictions
about,
291
with correlated data,
292-295
probability,
128
two associated categorical variables,
296
presidential approval survey,
178
,
185
presidential elections,
40-41
probability
about,
117-119
decision-making process,
128-129
dice,
120-122
estimation,
128
50-50 outcomes,
125-126
interpretation,
124
long or short term,
125
long-term behavior,
138
misconceptions,
124-127
,
133
models,
121-122
models and simulations,
122-124
versus odds,
54-55
outcomes,
119-120
payouts in gambling games,
122
in personal life,
118
quality control,
129
random process,
119
rare events,
126-127
rule,
55
rules,
119-120
statistics and,
127-129
sum,
120
in work place,
118-119
process monitoring,
305-307
professional organizations,
252
properties, standard scores,
154-155

 

Index
Q
qualitative data,
45
quality control
about,
298
accuracy defined,
301-302
consistency,
302
control charts,
300
,
301
expectations,
297-299
find limits,
303-305
normal distribution,
303
probability,
129
process monitoring,
305-307
standard error,
304
toothpaste tubes,
299-307
quantifying relationship, categorical variables,
290
quantitative data,
45
questions
well-worded,
316-317
wording,
34

 

Index
R
random assignment of subjects to groups,
272-273
random chance,
126
random digit dialing (RDD),
44
random process,
119
random samples
confidence intervals,
196
statistical terms,
43-44
random selection
about,
313
large sample size,
314
sample,
260
random sequences of outcomes,
127
range of data set,
110
rare events, probability,
126-127
rates,
25
,
26
ratios,
26
reading scores for computer game,
242-245
regression analysis,
277
regression line formula,
292-293
relative frequency of each group,
89
relative standing
about,
48
,
143
bell-shaped curve,
143-150
calculating standard score,
153
converting to standard score,
151-156
individual results,
143
report with percentiles,
111
standard deviation,
151-153
reliable data,
276
report results
about,
98
margin of error,
182
report with percentiles,
111
research hypothesis,
219
response bias,
262
response rate of survey,
263
,
315
response to survey, individuals,
2
response variable,
294
results
overstatement,
278-279
percentiles and,
156-159
selectively reporting, 360
riding with drunk drivers survey,
338
round-off errors,
183
Ruth, Dr.,
15

 

Index
S
saddle point,
146-147
salaries of NBA players,
102-103
sample results variability
about,
161-163
ACT math scores,
167-171
margin of error formula,
179-180
population variability,
175-176
sample size,
174-175
sampling distributions,
164
sample selection surveys,
260-261
sample size
confidence interval,
201-203
definition,
n
,
2
experiments,
270-271
large enough,
313-314
margin of error,
184-185
TV show testing of products,
217-218
worst examples,
32
samples
about,
143
,
198
,
260
calculating for margin of error,
182-183
data,
46
large enough,
261
matches target population,
312
proportion,
207
random selection,
260
,
313
selected individuals,
178
statistical terms,
42-43
sampling distributions,
164
sampling error,
53
,
186
sampling frame,
312
scale
bar graphs,
75
graph,
28
,
31
scatterplots,
284-285
school proficiency,
12
scientific method,
39-41
scientific research,
218
scientific survey,
266
sedentary activities,
281
sex and statistics,
15
Sex For Dummies
(Dr. Ruth),
15
sex of child prediction,
134
,
137-138
sexual harassment,
256
,
338
shape of data,
90
short-term behavior,
127
short-term probability,
125
skepticism,
21
skewed left,
90
,
104
skewed right,
89
,
90
,
104
slope, best-fitting line,
293
slot machines,
132
,
138-139
small samples,
231-236
sources of book,
333-340
sources of information for graph or chart,
31
special interest groups,
252
sports betting,
16
sports statistics,
13-14
standard deviations
bell-shaped curve,
146
bias,
107
calculation,
106-107
defined,
106
interpretation,
107-108
mean and,
108
need for,
109
population,
203
properties,
108-109
relative standing,
151-153
s
to estimate
σ
,
106
sample results variability measure,
163
σ
,
106
,
203
standard errors
about,
304
consumer expenses,
163-164
empirical rule for,
164-165
margin of error,
180
sample results variability measure,
163
standard normal distribution,
50
,
154
,
157
,
223
standard scores
comparison,
155-156
hypothesis testing,
223
percentiles from standard normal distribution,
157
properties,
154-155
statistical terms,
49
of zero,
154
state lotteries,
63-68
statistic,
46
statistical analysis,
277
statistical process control (SPC),
299
statistical terms
about,
41
bell-shaped curve,
49-50
bias,
44-45
correlation and causation,
57-58
data,
45
data set,
45-46
estimation,
53-54
experiments,
51-52
hypothesis testing,
55-57
law of averages,
55
mean or average,
46-47
median,
47
normal distribution,
49-50
percentile,
48
population,
42
probability versus odds,
54-55
random sample,
43-44
sample,
42-43
standard deviation,
47-48
standard score,
49
statistic,
46
surveys or polls,
52
statistically significant,
56-57
,
221
statistics
about,
1
abuse,
22-36
dual use of word,
2
everyday life and,
9
math and,
3
media and,
9-17
probability and,
127-129
statistics at work
about,
17
newborn deliveries,
17-18
office of statistics,
19
photographers,
18
pizza stores,
18
steer survey,
313
Sterling, Mary Jane,
2
stock market,
14
subjects, experiments,
271-272
sum, probability,
120
summarized categorical data,
98-101
summarized data,
97-98
Super Bowl betting,
16
Super Lotto,
12
survey criteria
about,
311
answers original question,
319
good follow-up,
314-315
leading questions,
316-317
non-response,
314-315
personnel are trained,
318-319
questions are well-worded,
316-317
sample is randomly selected,
313
sample matches target population,
312
sample size is large enough,
313-314
target population is well-defined,
311-312
timing,
317
type of survey,
315-316
surveys
about,
52
,
252
,
256-257
carrying out,
261-264
conclusions,
265-266
define target population,
258
design of questions,
259
detection of problems,
264-266
follow up,
262
hot topics,
253-254
impact on lives,
254-256
incentives for,
314
individuals selected to participate in survey,
2
Internet surveys,
43
interpretation of results,
264-266
participation,
319
plan and design,
257-261
purpose,
257-258
sample selection,
260-261
studying,
13
target population,
257
timing,
259-260
type,
315-316
type selection,
258
symmetric shape of data,
90
,
104
,
146
systematic error,
302

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