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Baglivo J.A. — Mathematica Laboratories for Mathematical Statistics: Emphasizing Simulation and Computer Intensive Methods
Baglivo J.A. — Mathematica Laboratories for Mathematical Statistics: Emphasizing Simulation and Computer Intensive Methods



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Название: Mathematica Laboratories for Mathematical Statistics: Emphasizing Simulation and Computer Intensive Methods

Автор: Baglivo J.A.

Аннотация:

‘Jenny Baglivo's book and its Mathematica labs now make it easy to teach a modern course that better prepares students for contemporary statistical thinking and practice. That alone would be a major contribution to statistics education, but this book offers more: it is thoughtfully organized and unusually well-crafted. For example, theorems are given helpful descriptive names, and are often presented in ways that highlight parallel structure and make the big picture easier to see.’ George W. Cobb, Mount Holyoke College

‘I particularly value that the emphasis of the labs is on the statistical concepts and not on programming in Mathematica. The Mathematica tools and needed commands are carefully developed so that students with a minimal knowledge of the Mathematica environment can focus on the ideas while those who have more experience with Mathematica can utilize its power. This text is an important addition to materials for the post-calculus probability and statistics courses.’ Adele Marie Rothan, College of St. Catherine


Язык: en

Рубрика: Computer science/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2005

Количество страниц: 260

Добавлена в каталог: 21.04.2010

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
Russell, A.P.      145
Rutherford, E.      79
S (sample space)      1
Sample correlation      54
Sample IQR      123
Sample maximum      117
Sample mean      54
Sample mean, approximate standardization      73
Sample mean, normal distribution      72
Sample median      117
Sample minimum      117
Sample moment      86
Sample proportion      91
Sample quantile      123
Sample quartiles      123
Sample space      1
Sample standard deviation      54
Sample sum      57
Sample variance      54
Sample variance, normal distribution      72
Sample variance, ratio of      74
Sampling distribution      81
Sampling, with replacement      5
Sampling, without replacement      5
Saunders, S. C      79
Scale of a distribution      31 48
Scale parameter, Cauchy distribution      35
Scale parameter, gamma distribution      33
Scale parameter, Laplace distribution      36
Scale test      164
Schachtel, G.      44
Schall, J.J.      145
Schmoll, D.      167
Schumacher, M.      231
Scott, D.W.      95 143 161 181
Sego, L.      240
Senie, R.T.      240
Separate families test      180
Sepulveda, D.      166
Sequence, of running averages      59
Sequence, of running sums      59
Shape parameter gamma distribution      33
Shaw, D.E.      167
Shift model      140 156
Shift parameter      140 156
Shifted exponential distribution      140
Shoemaker, A.L.      145
Sign test      126
Signed rank test      153
Significance level      100
Significance level, observed      101
Simonoff, J.S.      240
Simple event      1
Simple hypothesis      97
Simple linear model      205
Simple random sample      20
Simpson's paradox      240
Simpson, J.      145
Size of a test      100
skewness      63
Smirnov test      151
Smith, S. R      166
Smolowitz, R.      203
Smoothness conditions      89
Solow.A.      167
Spencer, D.B.      166
Spread of a distribution      31 48
Standard bivariate normal distribution      41
Standard deviation, normal distribution      35
Standard deviation, of a distribution      48
Standard error      173
Standard normal distribution      36
Standardization      49
Standardized influence      222
Standardized residuals      76 133 211 222
Statistic      81
statistical significance      101
Step function      16
Stern, M.      79 115
Stochastically larger      135
Stochastically smaller      135
Stone, J.      240
Stratified analysis      165 202
Stuart, A.      58
Student t distribution      70
Stukel, T.      126 133 182 203 226
Subset rule for probability      4
Success in Bernoulli trial      18
Sulman, P.G.      203
Survey analysis      20 25 76 91
Survival analysis      92 114
Syrjala, S.      167
t test      103
T(p) (I — p quantile)      84
Terman, L.M.      44 78 94
Test statistic      98
Test, correlation      159
Test, equivalent      99
Test, Friedman      194
Test, goodness-of-fit      75 77 113 212
Test, Kruskal — Wallis      187
Test, likelihood ratio      107 109 111
Test, lower tail      99
Test, mean difference      179
Test, of $p = {p}_{0}$      105
Test, of $\lambda = {\lambda}_{0}$      106
Test, of $\mu = {\mu}_{0}$      103 107
Test, of ${p}_{1} = ...= {p}_{k}$      112
Test, of ${\lambda}_{1} = ...= {\lambda}_{k}$      113
Test, of ${\mu}_{1} = {\mu}_{2} = ...= {\mu}_{1}$      183
Test, of ${\mu}_{x} - {\mu}_{y} = {\delta}_{0}$      128 129 130 134
Test, of ${\sigma}^{2} = {\sigma}_{0}^{2}$      104
Test, of ${\sigma}_{x}^{2}/{\sigma}_{y}^{2} = {r}_{0}$      132
Test, one sided      99
Test, permutation f      189 202
Test, rank correlation      161
Test, rank sum      137
Test, scale      164
Test, separate families      180
Test, sign      126
Test, signed rank      153
Test, symmetry      157
Test, trend      162
Test, two sided      99
Test, two tailed      99
Test, UMPT      102
Test, uniformly more powerful      102
Test, upper tail      99
Thomson, A.      94
Tibshirani, R.J.      125 169 175 179 182 226 240
Tied observations      138
Tietyen, J.      166
Toland, R.H.      126
Transformation-preserving      175
Transformations      36 42
Treatment effect additive      141 156
Trend test      162
Trial      1
Trimmed mean      177
Trinomial distribution      25
Tukey, P.A.      115 125 145 181 225
Turnbull.G.      113 167
Two sided test      99
Two tailed test      99
Two-way layout, balanced      196
Two-way layout, unbalanced      226
Type I, II errors      100
U.S. Department of Agriculture      203
Uhlenhuth, E.H.      79 115
UMPT test      102
Unbiased estimator      82
Uncorrelated      53
Uniform distribution      31
Uniform distribution, likelihood      89
Uniformly more powerful test      102
Univariate distribution      17 31
Upper tail test      99
Urn model      18 24
Vandaele, W.      226
Variance of a distribution      48
Veitch, L.G.      167
Waller, L.      113 167
Walsh averages      156
Walsh differences      141
Ward, D.H.      240
Weisberg, H.I.      226
Weisberg, S.      58 181 205 226
Welch t test      130
Welsch, R.E.      205 223
Wilkinson, J.L.      225
Willemain, T.R.      225
Wittes, J. T      13
Wynn, A.H.A.      58 79 95
Wypij, D.      226
Yim, C.K.      203
Yu, C      167
Yu, H.      44
z test      103
Z(p) (1 - p quantile)      84
Zelterman, D.      167
Ziv, G.      203
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