Test #5- hypothesis testing Flashcards

1
Q

what is an hypothesis

A

a claim about a property of a population.

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2
Q

what is a hypothesis test

A

a procedure for testing the validity of that claim.

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3
Q

what is Ho

A

null hypothesis (contains the equality)

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4
Q

what is Ha

A

alternate hypothesis (doesn’t contain the equality)

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5
Q

what is the goal of hypothesis testing

A

trying to see if our sample results are extreme enough to reject the null hypothesis.

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6
Q

what are critical values

A

they are the threshold of how many standard deviations away the sample results are away from the population stats. With them, we can confidently reject all the null hypothesis.

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7
Q

what is a significance level

A

the probability of making an error of rejecting the null hypothesis when it is true.

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8
Q

finding test value (mean)

A

x-M / (s.d. / root n)

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9
Q

verifying the conclusion; if p value is smaller or equal to significance level;

A

Ho is rejected

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10
Q

verifying the conclusion; if p value is bigger than significance level;

A

Ho is accepted

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11
Q

what is P-value

A

the probability to obtain test value from sample

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12
Q

what are the 2 techniques of hypothesis testing

A
  • hypothesis testing with means
    -hypothesis testing with proportions
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13
Q

finding test value (proportion)

A

T.V= ^P(sample) - P(population) / (root Pq (q= 1-P)) / n

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14
Q

test stats with calculator for means

A

1- input list
2- STAT, TESTS, 2, input parameters

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15
Q

test stats with calculator for proportions

A

STAT, TESTS, 5

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16
Q

what is a confidence interval

A

there are many samples that have different means or proportions. A confidence interval takes this into account and gives a possible “range” on what the population is.

17
Q

what is a confidence level

A

how confident you are (%) that the sample statistic will fall into the confidence interval.

18
Q

how to find confidence interval with means

A

M= x +- T (s.d. / root n)

19
Q

how to find confidence intervals with proportions

A

P= ^P +- T (root ^P (1-^P)) / n