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00:00
1.
Heteroskedasticity
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00:24
2.
What is Heteroskedasticity?
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03:28
3.
An Example of Heteroskedasticity
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05:30
4.
Impact on the LS Estimator
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08:11
5.
Impact on the LS Estimator
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08:22
6.
Impact on the LS Estimator
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09:07
7.
Impact on the LS Estimator
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13:30
8.
Diagnosis (White’s Test)
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21:08
9.
White’s Test
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24:26
10.
White’s Test
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25:22
11.
White’s Test
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26:02
12.
White’s Test
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26:08
13.
White’s Test
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26:33
14.
An Example
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26:59
15.
The White test
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28:43
16.
Diagnosis (Goldfeld Quandt) (1)
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30:31
17.
Diagnosis (Goldfeld Quandt) (2)
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31:24
18.
Diagnosis (Goldfeld Quandt) (3)
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32:08
19.
Diagnosis (Goldfeld Quandt) (4)
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33:15
20.
Estimation with Known Ω
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42:41
21.
Alternative Expression of Estimation with Known Ω (1)
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45:42
22.
Alternative Expression of Estimation with Known Ω (2)
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49:49
23.
Alternative Expression of Estimation with Known Ω
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51:23
24.
Example: When Ω is Unknown
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54:56
25.
An Example of Known Variance
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56:52
26.
An Example of Heteroskedasticity
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58:01
27.
An Example of Known Variance
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58:03
28.
An Example of Heteroskedasticity
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58:13
29.
An Example of Unknown Variances (1)
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59:33
30.
An Example of Unknown Variances (2)
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1:00:36
31.
The FGLS
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1:01:47
32.
The White Estimator
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1:02:03
33.
Robustness (White)
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1:02:31
34.
The White Estimator
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1:02:32
35.
The FGLS
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1:03:06
36.
The White Estimator
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1:03:09
37.
Robustness (White)
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1:03:36
38.
The White Estimator
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1:03:36
39.
The FGLS
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1:03:37
40.
An Example of Unknown Variances (2)
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1:03:39
41.
An Example of Unknown Variances (1)
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1:03:40
42.
An Example of Heteroskedasticity
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1:03:42
43.
An Example of Known Variance
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1:04:08
44.
An Example of Heteroskedasticity
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1:04:08
45.
An Example of Unknown Variances (1)
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1:04:09
46.
An Example of Unknown Variances (2)
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1:04:10
47.
The FGLS
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1:04:11
48.
The White Estimator
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1:04:14
49.
Robustness (White)
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1:04:31
50.
Robust Test Statistic (White)
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1:06:52
51.
Seemingly Unrelated Regression
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1:06:54
52.
Robust Test Statistic (White)
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1:06:55
53.
Robustness (White)
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1:06:56
54.
The White Estimator
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1:07:48
55.
Robustness (White)
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1:07:49
56.
Robust Test Statistic (White)
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1:08:05
57.
Seemingly Unrelated Regression
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1:08:06
58.
SURE
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1:08:07
59.
Seemingly Unrelated Regression
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1:08:08
60.
Robust Test Statistic (White)
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1:08:09
61.
Robustness (White)
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1:08:10
62.
The White Estimator
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1:08:11
63.
The FGLS
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1:08:13
64.
The White Estimator