Random variables Flashcards

1
Q

Jensen’s inequality

A
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2
Q

Markov’s inequality

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3
Q

Chebychev’s inequality

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4
Q

Some properties of the covariance and conditional expectations

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5
Q

Population coefficient of determination

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6
Q

Distribution of a transformation of a multivariate normal random variable

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7
Q

Properties of conditional expectation for multivariate normal

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8
Q

Theorem quadratic form of a normal

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9
Q

Therem 2, distributions of quadratic form of normal random variables

A
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10
Q

Theorem 3 of quadratic form of normal variables

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11
Q

Theorem 4 of quadratic forms of standard normals

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12
Q

Sampling distribution of s2

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13
Q

t square distribution

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14
Q

F distribution

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15
Q

Relationship CEF BLP

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16
Q

population R^2

A
17
Q

Beta

A
18
Q

iterated BLP

A
19
Q

Density of transformation multivariate form

A
20
Q

Var s^2

A
21
Q

Diagonalization of idempotent matrix

A