The Multiple Regression Model Contribution of Individual Independent Variables Coefficient of Determination Categorical Explanatory Variables Transformation of Variables Model Building

Types of Regression Models Determining the Simple Linear Regression Equation Measures of Variation in Regression and Correlation Assumptions of Regression and Correlation Residual Analysis and the Durbin-Watson Statistic Estimation of Predicted Values Correlation Measuring the Strength of the Association

Testing with Rank Sum Z Test for Differences in Two Proportions (Independent Samples) x2Test for Differences in Two Proportions (Independent Samples) x2Test for Differences in c Proportions (Independent Samples) x2Test of Independence

一、假设检验的基本概念 二、One- Sample Tests(单样本检验)

一、基本概念 1、 Sample Statistic(样本统计量) Any number computed from sample data random variable. Known

一、基本抽样问题 1 基本概念 2 制定抽样计划的步骤 3 抽样误差与非抽样误差 4 概率抽样方法 5 非概率抽样方法

To learn the objectives of questionnaire esign. To understand the role of the questionnaire in the data collection process. To become familiar with the criteria for a good questionnaire. To learn the process for questionnaire design

Statistical Thinking and Management Descriptive versus Inferential Statistics Types of Data and their Sources Types of Sampling Methods Types of Survey Errors

Basic Probability Concepts: Sample Spaces and Events, Simple Probability, and Joint Probability(联合概率) Conditional Probability(条件概率) Bayesian Theorem(贝叶斯定理) .The Probability of a Discrete Random Variable .Binomial, Poisson, and Hypergeometric Distributions Covariance(协方差) and its Applications in Finance

识别环境,把握机会 1.机会类型: 企业可赚的有政府钱、投机钱、管理钱、金融钱,只是赚不同的钱所要求的能力不一样。 2.机会变化: 有人将我国从计划经济向市场经济转轨中的“发财”分为四个轮次。 第一轮次发政策财,天上掉馅饼; 第二轮次发关系财,幕后抱馅饼; 第三轮次发技术财,自己造馅饼; 第四轮次发管理财,小饼变大饼。 如何把握:不断发现与抓住动态变化的机会,要求企业有很强的环境应变能力