Statistics for business
副标题：无
作 者：[英]迈克尔·C·弗莱明(Michael C. Fleming)，[英]约瑟夫·G·内利斯(Joseph G. Nellis)著
分类号：
ISBN：9787300024585
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简介
商业统计有何作用? 如何汇总统计数据? 什么是指数? 什么是统计测试? 什么是回归分析和相关分析?趋势变动和季节性变动应如何度量?
本书对上述问题及其他有关问题作了清楚而确切的解释。对于那些接受短期培训的管理者、MBA，以及想迅速了解这一问题核心内容的教师和学生来说，都不失为极具价值的参考书。它还可以作为管理人员的藏书，以及那些有抱负的管理人员完善自己知识和技能的参考资料。
目录
contents
1 the essence of statistics ior business
the use of statistics
basic terms and concepts
statistics for managers
schematic overview of the book
statistical computer packages
2 summarizing data using tables and graphs
the essence of descriptive tables and graphs in business
tables and bequenry distributions
graphical methods of data presentalion
use of minitab
key learning points
exercises
3 summarizing data numerically
the essence of desaiptive summary measures in business
measures of location
measures of dispersion
use of minitab
key learning points
. exercises
4 index numbers
the essence of index numbers in business
price index numbers
quantity index numbers
key learning points
exercises
5 probability
the essence of probability in business
assigning probabilities
the nules of probability
expectations
permutations and combinations
key learning points
exercises
6 probability distributions
the essence of probability distributions in business
the binomial distribution
the poisson distribution
the normal distribution
use of minitab
key learning points
exercises
7 using samples to make estimates :
the essence of statistical inference and estimation in business
sampling distributions
relationship between sample statistics and population parameters
point estimation of the population mean
the size and measurement of the standard error of the mean
the probability of enor
interval eslimation of the population mean u
the measurement of the standard enor of the mean when
is unknown
sampling and the t disbibution
use of minitab
key learning points
exercises
8 tests of statistical hypotheses
the essence of statistical inference and testing hypotheses in
business
the basic principles of hypothesis testing
conducting hypothesis tests
enors in hypothesis testing: type i and type ii errors
extensions of hypothesis testing
use of minitab
key learning points
exercises
9 tests of goodness-of-fit and independence
the essence of tests of goodness-of-fit and independence in
business
goodness-of-fit tests
tests of independence
use of minitab
key learning points
exercises
1o simple regression and conelation analysis
the essence of simple regression and correlation in business
simple regression analysis
simple conelation analysis
extensions of simple regression and correlation analysis
use of minitab
key learning points
exercises
11 multiple regression and coirelation analysis
the essence of multiple regression and correlation in business
multiple regression analysis
multiple correlation analysis
pitfalls and limitations of multiple regression analysis
use of minitab
key learning points
exercises
12 analyzing time series data
the essence of time series analysis in business
measurement of trend (t)
measurement of seasonal variation (s)
measurement ol ryclical variation (c)
random variation (r)
key learning points
exercises
appendix a probability distribution tables
a1 binomial probability distribution
a2 poisson probability distribotion
a3 standard normal distribution
a4 t distribution
a5 x2 distribution
a6 f distribution
appendix b computer software ror statistical analysia
appendix c sources of business and economie statistics
appendix d reierences for further reading
solutions to exercises
index
1 the essence of statistics ior business
the use of statistics
basic terms and concepts
statistics for managers
schematic overview of the book
statistical computer packages
2 summarizing data using tables and graphs
the essence of descriptive tables and graphs in business
tables and bequenry distributions
graphical methods of data presentalion
use of minitab
key learning points
exercises
3 summarizing data numerically
the essence of desaiptive summary measures in business
measures of location
measures of dispersion
use of minitab
key learning points
. exercises
4 index numbers
the essence of index numbers in business
price index numbers
quantity index numbers
key learning points
exercises
5 probability
the essence of probability in business
assigning probabilities
the nules of probability
expectations
permutations and combinations
key learning points
exercises
6 probability distributions
the essence of probability distributions in business
the binomial distribution
the poisson distribution
the normal distribution
use of minitab
key learning points
exercises
7 using samples to make estimates :
the essence of statistical inference and estimation in business
sampling distributions
relationship between sample statistics and population parameters
point estimation of the population mean
the size and measurement of the standard error of the mean
the probability of enor
interval eslimation of the population mean u
the measurement of the standard enor of the mean when
is unknown
sampling and the t disbibution
use of minitab
key learning points
exercises
8 tests of statistical hypotheses
the essence of statistical inference and testing hypotheses in
business
the basic principles of hypothesis testing
conducting hypothesis tests
enors in hypothesis testing: type i and type ii errors
extensions of hypothesis testing
use of minitab
key learning points
exercises
9 tests of goodness-of-fit and independence
the essence of tests of goodness-of-fit and independence in
business
goodness-of-fit tests
tests of independence
use of minitab
key learning points
exercises
1o simple regression and conelation analysis
the essence of simple regression and correlation in business
simple regression analysis
simple conelation analysis
extensions of simple regression and correlation analysis
use of minitab
key learning points
exercises
11 multiple regression and coirelation analysis
the essence of multiple regression and correlation in business
multiple regression analysis
multiple correlation analysis
pitfalls and limitations of multiple regression analysis
use of minitab
key learning points
exercises
12 analyzing time series data
the essence of time series analysis in business
measurement of trend (t)
measurement of seasonal variation (s)
measurement ol ryclical variation (c)
random variation (r)
key learning points
exercises
appendix a probability distribution tables
a1 binomial probability distribution
a2 poisson probability distribotion
a3 standard normal distribution
a4 t distribution
a5 x2 distribution
a6 f distribution
appendix b computer software ror statistical analysia
appendix c sources of business and economie statistics
appendix d reierences for further reading
solutions to exercises
index
Statistics for business
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