generated from rstudio/bookdown-demo
-
Notifications
You must be signed in to change notification settings - Fork 0
/
book-index.ind
133 lines (103 loc) · 3.37 KB
/
book-index.ind
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
\begin{theindex}
\item algorithmic methods (\textit{see also} machine learning), 24,
31, 38, 39
\item analysis issues
\subitem assumptions, 6, 25, 33, 53, 72
\subitem source/target differences, 15, 31
\item animal body \& brain weight, 9
\indexspace
\item behavioural economics, 6
\item bias
\subitem convenience samples, 13
\subitem hindsight, 15
\subitem selection and survivor, 13, 15, 16, 22, 76
\item business success, 15
\indexspace
\item cholera deaths in London
\subitem 1854, 35, 36
\item climate science, 73, 75
\item Covid-19
\subitem detection from chest images, 77
\subitem unvaccinated vs vaccinated, 45
\item cricket bowling averages, 48
\indexspace
\item designed experiment, 2, 73, 74
\indexspace
\item email spam, 38, 39
\indexspace
\item false positives, 20, 22
\indexspace
\item genetic studies
\subitem epigenetic effects, 48
\item graph
\subitem choice of aspect ratio, 8, 9
\subitem deaths vs hurricane damage, 22, 26, 33, 34, 41, 42, 51--53,
56, 57, 68, 69, 74
\subitem debt vs debt to GDP ratio, 54--56
\subitem decathlon performances in 2006, 64
\subitem email spam, distribution of values, 38
\subitem father vs son heights, 60, 61
\subitem global temperature trends, 71, 72
\subitem John Snow's 1854 cholera map, 36
\subitem London 1849 cholera deaths, 33
\subitem NBA player points, 62
\subitem relative change (logarithmic) scale, 9--11, 34, 68, 69
\subitem time vs distance, 11, 64, 66--68
\subitem UCB admissions data, 42
\subitem UK cotton worker wages, 1886, 14
\item graphs
\subitem general principles, 7
\indexspace
\item human judgement
\subitem intuition of professionals, 3
\subitem system 1 \& system 2, 2, 52
\subitem training, 2, 39
\item hurricane death data, 68, 69
\indexspace
\item machine learning
\subitem detection of Covid-19 from chest images, 77
\item maternity care
\subitem midwife vs medical led, 32, 37
\item medical trials, 24, 25
\item medical trials, screening
\subitem breast cancer, 20, 28, 29
\subitem prostate cancer, 3, 20, 27
\item missing bullet holes, 16
\indexspace
\item NBA player points, correlation declines over time, 62
\indexspace
\item Observational studies
\subitem issues for use, 21, 24, 31, 74
\indexspace
\item random sample, 13, 31
\item randomized controlled trials
\subitem as the gold standard, 19
\subitem protocol, 25
\item regression
\subitem loglinear, 11
\subitem observational data, 21, 31
\item regression predictions
\subitem drivers, 31, 32, 67
\item regression to the mean, 16, 34, 44, 61--63, 66
\subitem decathlon scores, 64
\subitem fathers and sons, 60, 61
\item replication, 5, 76, 80
\item risk assessment
\subitem sources of advice, 3, 18, 19, 23--26, 57, 76
\indexspace
\item science
\subitem false or unverified claims, 5, 78, 80
\subitem funding and reward processes, 73--75
\item sources of advice
\subitem fact boxes, 18
\subitem Harding Center, 18, 27, 28, 52
\item speed of light estimates
\subitem historical, 70
\indexspace
\item transformation
\subitem use of, 9
\item tree-based methods
\subitem random forests (randomForest), 38, 39
\indexspace
\item wage comparison, 19th C UK cottonworkers, 14
\end{theindex}