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Null hypothesis: The results are due to chance.
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Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Dec 20, 2015

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Page 1: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Null hypothesis: The results are due to chance.

Page 2: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you are usually looking for an effect rather than looking for no effect. Thanks, Yolanda and Peggy!

Page 3: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you are usually looking for an effect rather than looking for no effect. Thanks, Yolanda and Peggy!

Type I error: In reality, there is no effect, but you conclude that the results exceed chance level.

Page 4: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you are usually looking for an effect rather than looking for no effect. Thanks, Yolanda and Peggy!

Type I error: In reality, there is no effect, but you conclude that the results exceed chance level.

Type II error: In reality, there is an effect, but you conclude that the results are due to chance.

Thanks to Ixchel, Jennifer, Chauncey

Page 5: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you are usually looking for an effect rather than looking for no effect. Thanks, Yolanda and Peggy!

Type I error: In reality, there is no effect, but you conclude that the results exceed chance level.

Type II error: In reality, there is an effect, but you conclude that the results are due to chance.

Thanks to Ixchel, Jennifer, Chauncey

Why p value at .05?

Thanks, Erin, Carla, Lori and Jammie.

Page 6: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Tuesday, October 15

Probability and the Normal Curve

Page 7: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Number of HeadsProbability

0 1/64=.016

1 6/64=.094

2 15/64=.234

3 20/64=.312

4 15/64=.234

5 6/64=.094

6 1/64=.016

___________

64/64=1.00

What do you notice about this distribution?

Page 8: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Number of HeadsProbability

0 1/64=.016

1 6/64=.094

2 15/64=.234

3 20/64=.312

4 15/64=.234

5 6/64=.094

6 1/64=.016

___________

64/64=1.00

What do you notice about this distribution?

Unimodal

Page 9: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Number of HeadsProbability

0 1/64=.016

1 6/64=.094

2 15/64=.234

3 20/64=.312

4 15/64=.234

5 6/64=.094

6 1/64=.016

___________

64/64=1.00

What do you notice about this distribution?

Symmetrical

Page 10: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Number of HeadsProbability

0 1/64=.016

1 6/64=.094

2 15/64=.234

3 20/64=.312

4 15/64=.234

5 6/64=.094

6 1/64=.016

___________

64/64=1.00

What do you notice about this distribution?

Two tails

Page 12: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

f(X) =

Where = 3.1416 and e = 2.7183

1

2

e-(X - ) / 2 2 2

Page 13: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Normal Distribution

UnimodalSymmetrical34.13% of area under curve is between µ and +1 34.13% of area under curve is between µ and -1 68.26% of area under curve is within 1 of µ.95.44% of area under curve is within 2 of µ.

Page 14: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.
Page 15: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

Some Problems

• If z = 1, what % of the normal curve lies above it? Below it?

• If z = -1.7, what % of the normal curve lies below it?

• What % of the curve lies between z = -.75 and z = .75?

• What is the z-score such that only 5% of the curve lies above it?

• In the SAT with µ=500 and =100, what % of the population do you expect to score above 600? Above 750?

Page 16: Null hypothesis: The results are due to chance.. Null hypothesis: The results are due to chance. This is the hypothesis you want to reject, since you.

GMAT Problem

from the Financial Times

What is the percentile rank of the mean GMAT score for Stanford? For Chicago? How would you state the difference between Stanford and Chicago? How would you characterize the difference between Stanford and Carnegie Mellon?