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00:00
1.
Multiple Regression-1
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03:17
2.
The Model
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03:22
3.
Linear Regression Model (1)
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09:51
4.
Linear Regression Model (2)
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09:52
5.
Linear Regression Model (1)
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13:25
6.
Linear Regression Model (2)
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19:27
7.
Linear Regression Model (3)
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24:22
8.
Estimation
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24:25
9.
Find the Least Squares Estimator
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33:46
10.
Estimation
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33:47
11.
Linear Regression Model (3)
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34:10
12.
Linear Regression Model (2)
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34:27
13.
Linear Regression Model (3)
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34:59
14.
Estimation
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34:59
15.
Find the Least Squares Estimator
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42:20
16.
Digression to Derivative of Matrix:
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48:10
17.
Find the Least Squares Estimator
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1:03:21
18.
Second Order Condition
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1:05:57
19.
Positive Definite Matrix
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1:09:49
20.
Second Order Condition
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1:16:42
21.
Digression to Derivative of Matrix:
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1:16:44
22.
Find the Least Squares Estimator
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1:17:35
23.
Digression to Derivative of Matrix:
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1:17:37
24.
Second Order Condition
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1:30:45
25.
Positive Definite Matrix
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1:30:46
26.
Simple Regression Example
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1:30:46
27.
Positive Definite Matrix
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1:35:38
28.
Second Order Condition
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1:36:03
29.
Positive Definite Matrix
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1:37:38
30.
Simple Regression Example
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1:37:39
31.
Estimating Simple Regression
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1:37:40
32.
Simple Regression
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1:37:40
33.
Goodness of Fit
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1:37:44
34.
LS Estimators and Properties
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1:37:45
35.
Goodness of Fit