parametric test Flashcards

1
Q

what does parametric test assume?

A

1
) normal distribution
2
) All groups have the same variances
3) data was from independent groups

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2
Q

what does parametric test require?

A

mean and standard deviation

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3
Q

what does parametric test infer about?

A

parameters of distribution

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4
Q

what is the 2 assumption for ANCOVA? about DV and coVARIATE

A

1) relationship between DV and covariate should be linear
2) Relationship between DV and covariate should be the same for all groups.
- it should not be significant, regression should be parallel

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5
Q

what is the characteristics of parametric data?

A
  • assume normal distribution
  • data has to be on an interval/ ratio scale
  • need to compute mean and standard deviation.
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6
Q

what is the degree of freedom?

A

n-1

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7
Q

assumption checks for all parametric test, what do u need to check?

A

check for normality- normal distribution
check for equal variances

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8
Q

what are the 3 assumptions of ANOVA?

A
  1. normal distribution
  2. same variances
  3. data was from independent groups.
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9
Q

what is the parametric test of 1 sample group?

A

simple t test

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10
Q

what is the parametric test of 2 dependent groups?

A

paired sample t test

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11
Q

what is the parametric test of 2 independent groups?

A

Independent t test

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12
Q

what is the parametric test of 2 or more independent groups?

A

One way ANOVA

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13
Q

what is the parametric test of 2 or more dependent groups?

A

ANOVA

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14
Q

what is the non parametric test of 1 sample group?

A

Wilcoxon rank test

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15
Q

what is the non parametric test of 2 dependent groups?

A

Wilcoxon rank test

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16
Q

what is the non parametric test of 2 independent groups?

A

Mann Whitney U test

17
Q

what is the nonparametric test of 2 or more dependent groups?

A

Friedman test

18
Q

what is the non parametric test of 2 or more independent groups?

A

Kruskal Wallis

19
Q

How do i check for normality for parametric test?

A

shapiro wilk test.
Q-Q plot test

20
Q

How do i check for equal variances for parametric test?

A

levene’s test

21
Q

what test should i use to test whether the means of 2 groups are significantly different
assuming variances are equal?

A

Student t test

22
Q

what test should i use to test whether the means of 2 groups are significantly different
assuming variances are unequal?

A

Welch’s test

23
Q

what does low p value for assumption check indicate?

A

violation of assumption of normality

24
Q

what is ancova? what does it measure?

A

evaluates whether population means of a continuous variable are equal across categorical variables
while
controlling continuous variables that are not of primary concern.