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Cross
section and panel analysis I (Research Methodology) |
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Simple
Linear Regression |
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Multiple
Linear Regression |
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Inferences |
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OLS Asymptotics |
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Multiple
Linear Regression: Further issues |
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Multiple
linear regression with qualitative variables |
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Pooled cross
section and simple panel |
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Advanced Panel
Data Method |
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More on
specification and data issues |
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Cross
section and panel analysis II (Handouts continue from Cross section and panel
analysis I) |
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Heterosckedasticity |
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Instrumental
Variable Estimation 1 |
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Instrumental
Variable Estimation 2 |
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Instrumental
Variable Estimation 3 |
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|
Simultaneous
Equations Models |
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|
Maximum
Likelihood Estimation |
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Linear
Probability, Probit and Logit
Models |
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|
Multinomial Logit Model |
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|
Tobit Model |
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|
Censored
Regression |
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|
Truncated
Regression and Heckman Sample Selection Correction |
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|
Duration
Analysis |
|
|
Applied Statistics (For MBA): Lecture notes 2011 |
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|
Describing
data 1 |
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Describing
data 2 |
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|
Summarizing
relationship among variables 1 |
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|
Summarizing
relationship among variables 2 |
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|
Simple
linear regression |
|
|
Multiple
linear regression |
|
|
Probabilities |
|
|
Discrete
random variables and probability distributions |
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|
Continuous
random variables and probability distributions |
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|
Sampling
distribution, estimation and hypothesis testing |
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