2009 長期追蹤資料研究方法工作坊
Longitudinal Models for Adolescent Growth and Transition Analysis

Dec. 3, 2009
I. Continuous Dependent Variables in Discrete Time
  1. Descriptive analysis of individual change over time
  2. Discrete-time data construction
  3. Pooled repeated observations
  4. Assumptions for pooled OLS
  5. The omitted variable problem
  6. Defining random- and fixed-effects
  7. Estimating random-effects models

  1. Estimating fixed-effects models
  2. Choosing random-effects or fixed-effects models
  3. Goodness-of-fit of random- and fixed-effects models
  4. Growth curve models using a multi-level framework
II. Binary Dependent Variables in Discrete Time
  1. Dichotomous states
  2. Pooled logit
  3. Random-effects logit
  4. Fixed-effects logit (conditional logit)
III. Event History Models
  1. Event history basics
  2. Describing event occurrences using hazard and survivor functions
  3. Model formulation
  4. Specification of time effects
  5. Estimating logit models with event history data
  6. Random-effects event history models
  7. Fixed-effects event history models are impractical


2009 類別資料分析與社會學研究工作坊
Workshop on Categorical Data Analysis and Sociological Research

I. 類別統計模型結果分析工作坊
Regression Models for Categorical Outcomes
June 25
  • Introduction: Nonlinearity and Interpretation;
    Estimation, Testing, and Fit
June 26
  • Models for Binary Outcomes
() () (TA)
(TA課教材 1)
June 27
  • Models for Ordinal and Nominal Outcomes
() () (TA)
(TA課教材1 2)
II. 教育社會學、家庭與青少年量化方法專題研究
Quantitative Research on Sociology of Education, Family and Youths with a Special Focus on Multiracial Population
July 2
  • The Experiences of Multiracial Youth: Chanllenges, Constraints, and Opportunities
() ()
July 3
  • Extended Discussion: Quantitative Research on Multiracial Youth
() () (TA)
July 4
  • Synthesis, Application, and Extension: Taiwan Youth Project
() () (TA)

* 如影片無法正常播放,請下載安裝影音編碼程式 (K-Lite Codec)。