Ch.7+8 Continuous Prob. Distribution Flashcards

to Population or Sample

1
Q

In Uniform Distribution, calculate
(between range a to b)

Mean
Variance
St. Deviation

A

μ = (a+b) / 2

. (b-a)²
σ² = ——–
. 12

σ = sqrt(σ²)

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2
Q

In Normal Distribution,
calculate

x

A

x = μ + z·σ

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3
Q

In Normal Distribution,
calculate
z for
1. Population
2. Sample
3. Proportion

A

1.. x-μ
z = ——-
. σ
=NORM.S.INV(prob.)
2.. x-μ
z = ————–
. σ / sqrt(n)
3.. phat-p
z = —————
. sqrt(p·q/n)

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4
Q

When using
NORM.S.DIST(z,1)
in Excel,
the probability value
represents the area to the ____ under the bell-shape curve

A

LEFT

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5
Q

In Normal Distribution,
Given x ₁ & x ₂,
Steps in Excel to find

P(x₁ < x < x₂)

A
  1. Find z₁ & z₂ from
    z = (x-μ)/σ
    round 2-digit decimal
  2. Find P(x<x₁) & P(x<x₂) from NORM.S.DIST(z,true)
  3. P(x<x₂) - P(x<x₁)
    4-digit decimal

given x→ formula z→ excel prob

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6
Q

In Normal Distribution,
Given Prob.1 & Prob.2,
Steps in Excel to find

Range of x₁ & x₂

A
  1. Find z₁ & z₂ from
    NORM.S.INV(Prob)
    round 2-digit decimal
  2. Find x₁ & x₂ from
    x = μ+z·σ

given prob→ excel z→ formula x

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7
Q

Distinguish to calculate

x / xbar / phat

A
  1. Sample n? No → x
    Yes → 2.
  2. About
    xbar → xbar (n>30)
    or proportion → phat (np&nq>5)
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8
Q

σxbar

A

= σ / sqrt(n)

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9
Q

σphat

A

= sqrt(pq/n)

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10
Q

Checking of Normal Approximation
for
1. Sample
2. Proportion

A
  1. n ≥ 30
  2. n·p ≥ 5 & n·q ≥ 5
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