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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
Geiger, M.      79
Geissler, A.      28 79
Generating function      9
Generating function, frequency      9
Generating function, moment      63
Generating function, probability      26
Geometric distribution      19
Geometric sequences      3
Gleser, L.J.      28 44 58 78 94
Goldberg, J.D.      13
Goodness-of-fit, informal      28 44
Goodness-of-fit, likelihood ratio      113
Goodness-of-fit, linear model      212
Goodness-of-fit, Pearson      75 77
Gorry, G.A.      95 143 161 181
Gotto, A.M.      95 143 161 181
Group mean      183
Group multinomial experiment      75
Haberman, S.J.      79 115
Hamilton, C.D.      166
Hamilton, L. C      167 184 205 210
Hammel, E.A.      240
Hand, D.J.      79 95 115 143 161 181 182 198 203 206 218 226 239
Harrington, G.J.      167
Hastings, K.J.      203
Hat matrix      216
Hauck, W.W.      226
Heckman, M.      115 181
Heinz, G.      224
Herzberg, A.M.      126
Heshka, S.      166
Heymsfield, S.      166
Hill, A.B.      240
Hinkley, D.V.      169 180 181
histogram      27
Histogram, empirical      27
Histogram, probability      16
HL estimator      141 156
Hoeting, J.A.      13 115 126 145
Hoffman, R.G.      167
Holtbrugge, W.      231
Hook, E.B.      115
Hunter, S.J.      183 191 203
Hunter, W.G.      183 191 203
Hypergeometric distribution      17
Hypergeometric distribution, binomial approximation      20
Hypothesis      97
Hypothesis test      97
Inclusion-exclusion rule for probability      4
Independent, events      12
Independent, random variables      24 26 40 43
Indeterminate, continuous case      47
Indeterminate, discrete case      45
Influence      222
information      89
Interaction term      197
International Olympic Committee      145 178 181 203
Interquartile range      31
Interval estimator      84
Inverting hypothesis tests      114 142 157 208
Jarrett, R.G.      58 79 95
Johnson, B.A.      181
Johnson, R.W.      58 224 226
Joint distribution      22 38
Kafka, A.L.      166
Kalwani, M.U.      203
Keller, J.      182
Kerk, C.J.      224
Khatri, B.O.      167
Kinne, D.W.      240
Kleiner, B.      115 125 145 181 225
Kolmogorov axioms      2
Koopmans, L.      203
Kruskal — Wallis test      187
Kuh, E.      205 223
kurtosis      63
Laplace distribution      36
Larsen, R.J.      28 79 115 203
Law of average conditional probabilities      11
Law of Large Numbers      60
Law of total expectation      58
Law of total probability      11
Le Cam, L.      79 177
Lee, A.      94
Lee, C      95
Lehmann, E.L.      127 147 183 240
Leonard, T.      227 240
Lesser, M.L.      240
Leung, M.      44
Leverage      222
Likelihood function      87
Likelihood function, Bernoulli      88
Likelihood function, gamma      93
Likelihood function, multinomial      92
Likelihood function, normal      93
Likelihood function, uniform      89
Likelihood ratio      107
Likelihood ratio statistic      107 109
Likelihood ratio, Bernoulli      108
Likelihood ratio, normal      110
Line plot      170
Linear conditional expectation      56
Linear conditional mean      56
Linear model      214
Linear regression, multiple      214
Linear regression, simple      208
Lipman, R.S.      79 115
Liu, L.-J.      226
Locally weighted regression      224
Location of a distribution      31 48
Location-scale distribution      38
Log-likelihood function      87
Lower tail test      99
Lowess smooth      225
LS estimator      206 215
Lunn, A.D.      79 95 115 143 161 181 182 198 203 206 218 226 239
Maguire, B.A.      58 79 95
Magurran, A.E.      167
Manly, B.F.J.      145 158
Mann — Whitney U statistic      139
Margin of error      91
Marginal distribution, continuous      38
Marginal distribution, discrete      22
Maritz, J.S.      147 208
Markov inequality      50
Marx, M.L.      28 79 115 203
Matui, I.      94
Matzo, G.      95
Maximum likelihood      87
McCabe, G.P.      145 166 203 228 240
McConway, K.J.      79 95 115 143 161 181 182 198 203 206 218 226 239
McCracken, M.      145
McNemar's test      240
McQuillen, M.P.      167
Mean difference test      179
Mean parameter, Laplace distribution      36
Mean parameter, normal distribution      35
Mean squared error      83
Mean, continuous case      46 50
Mean, discrete case      45 50
Median      31
Method of moments      86
Midrank      138
Miller, A.J.      167
Miller, M.D.      225
Miller, P.E.      166
Minimum chi-square estimator      77
ML estimator      88
MODE      125
MOM estimator      86
Moment generating function      63
Moment generating function, method of      65
Moment of a random variable      63 86
Monte Carlo analysis      61 149 171
Moore, D.S.      145 166 203 228 240
More efficient estimator      82 83
Multinomial coefficients      8
Multinomial distribution      75
Multinomial distribution, likelihood      92
Multinomial experiment      75
Multiplication rule, for counting      5
Multiplication rule, for probability      10
Multivariate distribution, continuous      43
Multivariate distribution, discrete      26
Mutually independent, events      12
Mutually independent, random variables      26 43
MVUE estimator      83
Nasca, P      113 167
Negative association      52 235
Negative binomial distribution      19
Neyman — Pearson framework for hypothesis testing      97
Neyman — Pearson lemma      108
Neyman, J.      79 177
Nick, T.G.      240
Nolan, D.      44
Nonparametric bootstrap      169
Nonparametric method      135 149
Normal distribution      35
Normal distribution, likelihood      93
Normal distribution, likelihood ratio      110
Normal distribution, moment generating function      63
Normal distribution, sample mean      72
Normal distribution, sample variance      72
Null hypothesis      97
O'Connell, J.W.      240
Oakes, D.      226
Observed distribution      169
Observed significance level      101
Odds      235
Odds ratio      235
Oeltgen, P.      166
Olsen, A.      145
Olsen, A.R.      13 115 126 145
OMn, L      28 44 58 78 94
One sided test      99
One-way layout      183
Ord — Smith, C      240
Order statistic      117
Order statistic, approximate summaries      120
Oris, J.T.      182
Ostrowski, E.      79 95 115 143 161 181 182 198 203 206 218 226 239
Outlier      124
Overall mean      184
P (probability)      2
P value      76 101
Pagano, M.      166
Paired t methods      153
Pairwise disjoint events      2
Parametric bootstrap      170
Pareto distribution      181
Partial regression plot      218
Partitions      7
Pearson statistic      75
Pearson, E.S.      58 79 95
Pearson, K.      94
Pelletier, O.      203
percentile      31
Permutation      6
Permutation distribution      148
Permutation f test      189 202
Permutation p value      148
Permutation test      148
Petkau, J.      167
Physicians' Health Study Group      240
Pisani, R.      240
Plackett, R.L.      94 240
Point estimator      81
Poisson distribution      21
Poisson distribution, moment generating function      65
Poisson process      21 32 33
Poisson process, related distributions      34
Pooled blood testing      58
Pooled estimate of ${\sigma}^{2}$      129 184 191 198
Pooled t test      129
Population model      144
Positive association      52 235
Posterior probability      12
Powell, G.L.      145
Power function      101
Power of a test      101
Predicted response      211 216
Predictor variable      205 214
Prior probability      12
probability      2
Probability density function      16 22 26 30 38 43
probability distribution      2
Probability generating function      26
Probability histogram      16
Probability plot      120
Probability plot, enhanced      133
Pseudorandom numbers      13
Purves, R.      240
Putman, R.W.      145
Quantile      31
Quantile, chi-square      69
Quantile, f ratio      71
Quantile, standard normal      36
Quantile, Student t      70
Quantile-quantile plot      143
Quartiles      31
Ramsey, F.L.      145
Randall — McGiver, R.      94
Random experiment      1
Random sample, bivariate case      54
Random sample, continuous case      43
Random sample, discrete case      26
Random variable, continuous      15 29
Random variable, discrete      15
Random variable, mixed      15
Random variable, range      15
Random walk      66
Randomization      144
Randomization model      144 148
Randomization test      148
Randomized block experiments      190
Randomized pairs experiment      152
Range of a random variable      15
Rank      136
Rank correlation test      161
Rank sum statistic      136
Rank sum test      137
Ratio of sample variances      74
Redelmeier, D.A.      240
Regal, R.R.      115
Regression effect      219
Regression equation      55
Rejection region      98
Repeated trials      1 13
Resample      170
Residuals      186 211 222
Response variable      205 214
Rice, J.A.      79 115 124 167 177 181 203 226
Richardson, L. R      28
Ricker.W.E.      13
Ripple, W.      145
Risk Ratio      240
Robust estimator      177
Rosen, P.P.      240
Running averages      59
running sums      59
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