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Chernick M.R., Friis R.H. — Introductory Biostatistics for the Health Sciences : Modern Applications Including Bootstrap
Chernick M.R., Friis  R.H. — Introductory Biostatistics for the Health Sciences : Modern Applications Including Bootstrap



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Название: Introductory Biostatistics for the Health Sciences : Modern Applications Including Bootstrap

Авторы: Chernick M.R., Friis R.H.

Аннотация:

A textbook for an introductory course in statistical methods for undergraduate students in the health sciences who have had high school algebra but not necessarily calculus. A previous statistics course would be helpful but is not necessary.


Язык: en

Рубрика: Математика/Вероятность/Статистика и приложения/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2003

Количество страниц: 420

Добавлена в каталог: 22.05.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
$2\times 2$ contingency table      238 359
$2\times 2$ table      359
$\alpha$-percentile      59
Absolutely continuous random variable      104
Addition rule for mutually exclusive events      98
Age      1
anova      see "One-way analysis of variance"
Arithmetic mean      68
AT&T      3
Average age      37
balance      92
bar graphs      47 61
Baseball batting averages      1
Bayes' rule      208
Bayesian analysis      208
Bayesian methods      207
Bayesian paradigm      207
Behrens — Fisher problem      160 184
Bell Labs      3
Bernoulli trial      109
Bernoulli variables      217
Beta distributions      105
Beta family      108
Binomial distribution      1 104 109
Binomial distribution, mean and standard deviation for      218
Binomial random variable      217
Biometry      2
Biostatistics      2
Bivariate normal distribution      252 254
BMDP      356
Bootstrap percentile method confidence intervals      167
Bootstrap percentile method test      200
Bootstrap principle      166
Bootstrap sample      39
Bootstrap sample mean      39
Bootstrap sampling      22 29 166
Bootstrap statistical theory      167
Box-and-whisker plots      58
Bugs      358
Bureau of Labor Statistics      3
Calculating variance and standard deviation from grouped data      84
Case control      15
Case-control studies      10
categorical data      231
Census data      1
Centers for disease control      15
Central limit theorem      141 143
Central tendency      68 151
Chi-square distribution      105 349
Chi-square statistic      349
Chi-square tests      231 349
Chi-square tests, limitations of      246
Clinical trials      2 12
Clinical trials, blinded      13
Clinical trials, concurrent      13
Clinical trials, randomized, controlled      12
cluster sampling      28
Coefficient of cariation      85
Coefficient of dispersion      85
Cohort studies      10 15
Combinations      100
Completers      210
Composite null hypothesis      184
Conditonal probability of A given B      99
confidence intervals      151 153 161 227
Confidence intervals for a difference between two population means (different unknown population variances)      165
Confidence intervals for a single population mean      154
Confidence intervals for proportions      225
Confidence intervals for the difference between means from two independent samples (population variance unknown)      161
Confidence intervals for the difference between means from two independent samples (variances known)      161
Confidence intervals for the difference between two population means (common population variance known)      162
Confidence intervals for the difference between two population means (common population variance unknown)      163
Consistency      151
Continuous interval data      48
Continuous scale      69
Continuous variables      217
convenience sampling      25
Correlation      251
Correlation and regression      10
Correlation coefficient      258
Correlation matrix      259
Correlation, uses of      252
Count data      86
Cramer, Harold      2
Critical region      183
Critical values      183
Cross-sectional studies      9
Cross-tabulation      10
Cumulative frequency      50
Cumulative frequency histogram      53
Cumulative frequency polygon      54
Cumulative probability distribution      108
Cure rate models      348
Cutler — Ederer method      339
Cutoff value      183
DATA      46
Data, display of      46
Data, systematic organization      46
Data, types of      46
de Laplace, Pierre Simon      2 121 122
Delta method      87
Deming, Ed      3
Demographic characteristics      1
DeMoivre, Albert      2 121 122
Descriptive statistics      2
Descriptive studies      15
Design of experiments      11
Dichotomous scale      47
Discrete variable      103
Discrete variables      217
Disjoint events      95
Distribution of sample averages      133
East      360
Ecologic studies      15
elections      1
Elections, elementary events      95
Elementary sets      95
Endpoint      159
Environmental health      2
Epidemiological studies      14
Epidemiology      2
estimates      152
Estimates, bias properties of      152
Estimation      23 150
Evolutionary operation      11
Exact alternatives      246
Excel      360
Experimental data      8
Experimental studies      10
Exploratory data analysis      2 3
exposure factor      10
F distribution      298
F test      279
F to drop      279
F to enter      279
Fast Fourier Transform      3
Fiducial inference      184
Fisher's Exact Test      327
Fisher's test      204
Fisher, R.A.      2 183 204
Fitting hypothesized probability distributions      244
Football teams      1
Fortune      500
Fortune, companies      3
Framingham study      15
Frequency distribution      50
Frequency histograms      51
Frequency polygons      53 54
frequency tables      48
Galton, Francis      2 122 271
Galton, Francis, and regression toward the mean      271
gambling      2 92
games of chance      2 92
Gauss, Karl Friedrich      2 121
Gaussian distribution      60
Gender      1
General Electric      3
General Motors      3
Generalized linear models      285
Geometric mean      73
Gibbs sampling      358
Gold Standard      202
Golf scores      1
Goodness of fit tests      244
Gosset, William Sealy      144
graphical methods      51
Graphical representations      47
graphs      51
Greenwood approximation      5
Greenwood's formula      342
Group sequential methods      209
Harmonic mean      74
Health care administration      2
Health education      2 8
Health researchers      10
Health sciences      1
histogram      48 50
Hypothesis test for a single binomial proportion      222
Hypothesis testing      150 182 227
Ill-conditioning      279
Imputation      210
Income distribution      1
Independence assumption      198
Independent events      95
Inferences      103
Infinite discrete set      103
Internal Revenue Service      23
Intersection      95
Interval measurement      231
Interval measures      231
Interval scale      69
Kaplan — Meier curve      5 6 341
Kaplan — Meier estimates      341
Kolmogorov — Smirnov test      244
Kruskal — Wallis test      319
Lady tasting tea      328
Last observation carried forward      210
Life tables      339
Linear combinations      278
Linear models      87
Linear regression      251
Literary Digest Poll of 1936      24
Log rank test      349
Logistic regression      251 283
LogXact      359
Mann — Whitney test      311
Markov chain methods      209
Markov chain Monte Carlo algorithm      349
McNemar's test for correlated proportions      241
Mean      23 121
Mean absolute deviation      78
Mean age      37
Mean-square error      153
Measurement error      77
measures of central tendency      68
Measures of dispersion      76
Median      59 70
Medicine      2
Meta-analysis      204
Minitab      356
Missing data      210
MODE      73
Monte Carlo (random sampling) method      29 209
Monty Hall problem      110
Morbidity and mortality reports      15
Mortality      1
Multicollinearity      278
Multiple comparisons      301
Multiple correlation coefficient      278
Multiple imputation      210
Multiple regression      277
Mutual independence      96
Mutually exclusive events      96
National Institute of Standards and Technology      3
National laboratories      3
Natural experiments      15
NCSS      358
Needs assessment      2
Negative exponential distribution      105
Negative exponential survival distribution      346
Negatively skewed distribution      105
Neyman — Pearson approach      183
Neyman — Pearson test formulation      183
Neyman, Jerzy      2 183
Nominal scale      47
nonparametric methods      308
Nonparametric methods, advantages of      308
Nonparametric methods, disadvantages of      308
Normal approximation to the binomial      221
Normal distribution      60 121
Normal distribution, importance in statistics      121
Normal distribution, properties      122
nQuery 4.0      222
nQuery Advisor      360
Nuisance parameter      184
Null hypothesis      182
Nursing      2
Observational data      8
Observational studies      15
Odds ratios      242
One-tailed test      188
one-way analysis of variance      295
One-way analysis of variance, by ranks      319
One-way analysis of variance, decomposing the variance and its meaning      297
One-way analysis of variance, necessary assumptions      298
One-way analysis of variance, purpose of      296
Operations research      2
Order effects      196
Ordinal measures      231
Outcome variables      9
Outlier rejection      264
Outliers      264 330
Overdispersion      87
p-value      183 191
Paired differences      196
Paired I test      195
PARAMETER      23 103
Parametric survival curves      344
Parametric techniques      308
PASS 2000      222 360
Patient reported outcomes      16
Pearson correlation coefficient      252
Pearson distribution      145
Pearson's product moment correlation coefficient      256
Pearson, E.      2 183
Pearson, Karl      2
Periodic or list effect      27
Permutation methods      324
Permutation tests      324
permutations      100
Peto's method      5
Pharmacoeconomic studies      16
Pie charts      47 61
Placebo effect      13
Point estimates      150 151 153
Poisson distribution      86 87 104
Poisson processes      87
Poisson random variable      103
Pooled variance      197
Population      22
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