Course: BIOSTAT 210: Biostatistical Methods for Clinical Research IV (Fall 2013)

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BIOSTATISTICAL METHODS FOR CLINICAL RESEARCH IV BIOSTATS 210 Fall 2013 (2 units) . Course Director: David Glidden, PhD . Professor, Department of Epidemiology and Biostatistics

Select section Tuesday, September 17, 2013, 10:30 AM - 12:00 PM

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Tuesday, September 17, 2013, 10:30 AM - 12:00 PM
Lecture: Introduction
Review of regression; major model questions, properties of a good regression model.

Faculty: David Glidden

Location: China Basin 6704
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  Assignment Due Date: October 1, 2013 by 10:30am. Drop off at Barbara Grimes mailbox in Suite 5700
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Select section Tuesday, September 24, 2013; 10:30 AM - 12:00 PM

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Tuesday, September 24, 2013; 10:30 AM - 12:00 PM
Lecture: Functional Form
Splines, smoothing, categorizing continuous predictors

Faculty: David Glidden

Location: China Basin 6704
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Select section Tuesday, October 1, 2013; 10:30 AM - 12:00 PM

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Tuesday, October 1, 2013; 10:30 AM - 12:00 PM
Lecture: Repeated Measures Data
Mixed models, generalized estimating eqns

Faculty: David Glidden

Location: China Basin 6704
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  Assignment Due Date: October 15, 2013 to Barbara Grimes Box in Suite 5700, CBL
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Select section Tuesday, October 1, 2013; 3:15 PM - 4:15 PM

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Tuesday, October 1, 2013; 3:15 PM - 4:15 PM
Computer Lab

Faculty: David Glidden, Barbara Grimes

Location: Glidden/Grimes CB 6704
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Select section Tuesday, October 8, 2013; 10:30 AM - 12:00 PM

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Tuesday, October 8, 2013; 10:30 AM - 12:00 PM
Lecture: Missing Values
Types of missing data, MCAR/MAR/NAR, maximum likelihood

Faculty: David Glidden

Location: CB 6704
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Select section Tuesday, October 15, 2013; 10:30 AM - 12:00 PM

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Tuesday, October 15, 2013; 10:30 AM - 12:00 PM
Lecture: Multiple Imputation
Choice of imputation model, mi package

Faculty: David Glidden

Location: China Basin 6704
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Select section Tuesday, October 15, 2013; 3:15 PM - 4:15 PM

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Tuesday, October 15, 2013; 3:15 PM - 4:15 PM
Computer Lab

Faculty: David Glidden, Barbara Grimes

Location: Glidden/Grimes CB 6704
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Select section Tuesday, October 22, 2013; 10:30 AM - 12:00 PM

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Tuesday, October 22, 2013; 10:30 AM - 12:00 PM
Lecture: Missing Data
Multiple imputation, maximum likelihood, inverse weighting

Faculty: David Glidden

Location: China Basin 6704
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  Required Reading:
  
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Select section Tuesday, October 29, 2013; 10:30 AM - 12:00 PM

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Tuesday, October 29, 2013; 10:30 AM - 12:00 PM
Lecture: Causal Inference
Strengthening causal inference using regression

Faculty: David Glidden

Location: China Basin 6704
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Select section Tuesday, October 29, 2013; 3:15 PM - 4:15 PM

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Tuesday, October 29, 2013; 3:15 PM - 4:15 PM
Computer Lab

Faculty: David Glidden, Barbara Grimes

Location: Glidden/Grimes CB 6704
Select section Tuesday, November 5, 2013; 10:30 AM - 12:00 PM

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Tuesday, November 5, 2013; 10:30 AM - 12:00 PM
Lecture: Propensity Scores
Propensity scores for causal inference and contrast with regression models.

Faculty: David Glidden

Location: China Basin 6704
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Select section Tuesday, November 12, 2013; 10:30 AM - 12:00 PM

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Tuesday, November 12, 2013; 10:30 AM - 12:00 PM
Lecture: Predictive Models
Building Models for Prediction

Faculty: David Glidden

Location: China Basin 6704
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Select section Tuesday, November 12, 2013; 3:15 PM - 4:15 PM

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Tuesday, November 12, 2013; 3:15 PM - 4:15 PM
Computer Lab

Faculty: David Glidden, Barbara Grimes

Location: Glidden/Grimes CB 6704
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Select section Tuesday, November 19, 2013 - NO LECTURE

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Tuesday, November 19, 2013 - NO LECTURE
Select section Tuesday, November 26, 2013; 10:30 AM - 12:00 PM

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Tuesday, November 26, 2013; 10:30 AM - 12:00 PM
Lecture: Model Validation
Assessing Prediction

Faculty: David Glidden

Location: China Basin 6704
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Select section Tuesday, November 26, 2013; 3:15 PM - 4:15 PM

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Tuesday, November 26, 2013; 3:15 PM - 4:15 PM
Computer Lab

Faculty: David Glidden, Barbara Grimes

Location: Glidden/Grimes CB 6704
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Select section Tuesday, December 3, 2013; 10:30 AM - 12:00 PM

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Tuesday, December 3, 2013; 10:30 AM - 12:00 PM
Lecture: Model Comparison
Quantifying Improvement in Prediction

Faculty: David Glidden

Location: China Basin 6704
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July 2026

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