Главная    Ex Libris    Книги    Журналы    Статьи    Серии    Каталог    Wanted    Загрузка    ХудЛит    Справка    Поиск по индексам    Поиск    Форум   
blank
Авторизация

       
blank
Поиск по указателям

blank
blank
blank
Красота
blank
Nelson W.B. — Recurrent events data analysis for product repairs, disease recurrences, and other applications
Nelson W.B. — Recurrent events data analysis for product repairs, disease recurrences, and other applications



Обсудите книгу на научном форуме



Нашли опечатку?
Выделите ее мышкой и нажмите Ctrl+Enter


Название: Recurrent events data analysis for product repairs, disease recurrences, and other applications

Автор: Nelson W.B.

Аннотация:

Survival data consist of a single event for each population unit, namely, end of life, which is modeled with a life distribution. In contrast, many applications involve repeated-events data, where a unit may accumulate any number of events over time. Examples include the number and cost of repairs of products, the number and treatment costs of recurrent disease episodes in patients, and the number of childbirths to statisticians. This applied book provides practitioners with basic nonparametric methods for such data, particularly the plot of the estimate of the population mean cumulative function (MCF), which yields most of the information sought.

Recurrent Events Data Analysis for Product Repairs, Disease Recurrences, and Other Applications is the first book to present a simple, unified theory that includes data on costs or other "values" of discrete events, not just the number of events. It surveys computer programs that calculate and plot the MCF estimate with confidence limits, shows their output, and explains how to interpret such plots. Many such calculations can be easily done with a pocket calculator or spreadsheet program. Also, the book introduces basic Poisson and Cox regression models and parametric models, including homogeneous and nonhomogeneous Poisson processes and renewal processes.


Язык: en

Рубрика: Математика/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2003

Количество страниц: 164

Добавлена в каталог: 21.10.2010

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
blank
Предметный указатель
Sample, single unit      133
Sampling distribution      70
Sampling distribution, empirical      75
Sampling distribution, normal      118
Sampling distribution, test statistic      117
SAS      40—42 61 64 81 86 98 112 132 133
Seasonal effect      53
Series system      100 108
Significant, practically      32
Significant, statistically      32
Single unit      2
Size effect      40
Software      81
Software, continuous histories      51
Software, cost data      46
Software, Cox model      133
Software, difference of two MCFs      112
Software, exact age data      40 64
Software, interval age data      86
Software, left censoring and gaps      49
Software, mix of events      98
Software, naive limits      67 86
Software, permutation tests      115
Software, two-sample      117
SPLIDA      40 56 64 112
Spreadsheet      46 98
Spreadsheet calculation      86
Staircase function      8 24 67
Staircase function, difference of two MCFs      110
Standard error, naive      84
Statistic, $\chi^{2}$      127
Statistic, quadratic      117
Statistic, test      112 116 119
Statistic, test equal Poisson rates      127
Statistic, two-sample      117
Statisticians, childbirths      see "Application childbirth"
Stochastic process      2 26 see
Stochastic process, counting      26
Stochastic process, parametric      26
Stochastic process, renewal      130—132
Stratification      76
Subpopulations      90
Survival data      28
Termination      20 25
Test, chi-squared      134
Test, equal Poisson rates      127
Test, equality of K MCFs      116
Test, likelihood ratio      116
Test, permutation      115
Test, statistic      116
Thiotepa treatment      5 55
ties      53
Time zero      20
times      2
Times between recurrences      2 124
Times, distributions      2
Times, first recurrence      2
Times, interarrival      2 124
Times, second recurrence      2
Traction motor      see "Application traction
Transmission      see "Application transmission"
Transmission, automatic      4
Transmission, manual      55
Truncation age      4
Tumors      see "Application bladder
Types of events      15—18
Ultimate average number      13
Uncertainty      108
Underreporting      91
uptime      14
usage      4
Usage, mileage versus days      94
Usage, multiple      20
Value data      10 see
Value data, negative      63 112
Variance estimate, biased      74
Variance estimate, increments      84
Variance estimate, interval age data      84
Variance estimate, negative      74
Variance estimate, positive      74
Variance estimate, unbiased      74
Variance, conditional on censoring ages      128
Variance, contribution      67
Variance, population      71
Warranty      101 104
Warranty, analysis      133
Warranty, automotive      133
Warranty, claims      91
Warranty, costs      91
Warranty, policies      133
Wearout behavior      29
Weibull process      129
Weibull++      40 64 86 112
WeibullSmith      131
Wholly significant difference      115
WinSMITH      130 132
1 2 3
blank
Реклама
blank
blank
HR
@Mail.ru
       © Электронная библиотека попечительского совета мехмата МГУ, 2004-2024
Электронная библиотека мехмата МГУ | Valid HTML 4.01! | Valid CSS! О проекте