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OleMiss - PSY 202 - Class Notes - Chapter 7- The Single Sample t-Test

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Schools > University of Mississippi > Psychology > PSY 202 > OleMiss - PSY 202 - Class Notes - Chapter 7- The Single Sample t-Test

OleMiss - PSY 202 - Class Notes - Chapter 7- The Single Sample t-Test

School: University of Mississippi
Department: Psychology
Course: Elementary Statistics
Professor: Melinda Redding
Term: Fall 2016
Tags: Psychology and elementary statistics
Name: Chapter 7- The Single Sample t-Test
Description: These notes cover the beginning portion of The Single Sample t-Test.
Uploaded: 09/30/2016
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background image September 29, 2016 a)       Single Sample t-Test Used to compare a sample mean to a population mean when the standard 
deviation of the population is unknown
The steps are the same used for the z-test
b)       Going from “z” to “t” To compute a z-score, the population standard deviation (or variance) must 
be known.
Estimated Standard Error
The sample deviation is substituted for the population standard deviation in 
the calculation
Using this in the denominator of the test statistics led to the t-distribution
S
M Estimated standard error of means
Formula:    _S_
                   √N
M Standard error of means c)       t-Statistics Used to determine the number of standard deviations in a t-distribution that a
sample deviates from the mean value or differences stated in the null
The t-distribution is identical to the z-distribution Small sample sizes equal larger critical values t= M - μ
       S    
     √N
d)       Degrees of Freedom Symbol: df
Formula: N-1
As the df of the sample variance increases, the shape of the t-distribution 
changes
As the sample size increases, the sample variance more closely resembles 
the population variance
To Know Critical Values
background image 1. Know the degree of freedom
2. Determine the type of tail (One-tailed or Two-tailed)
3. Know the alpha level
e)       Examples M= 62,000
N= 16
μ= 66,000
S= 12,000
Step 1: Determine Type of Test
Single sample t-test because we want to compare the mean from a sample 
with an unknown standard deviation
Step 2: Assumptions
1. Random sample
2. Independent Observation
3. Normal distribution (dependent variable)
Step 3: Hypotheses
H
: μ FISH  ≥ 66,000 ; pollution does not have an effect H 1 : μ FISH  < 66,000 ; pollution does have an effect Step 4: Decision Rule
= .05
df= 15 (16-1)
Critical value: 1.753 (One-tail test on chart)
Step 5: Calculations
t= M - μ
t= 62,000 - 66,000 = -1.333         S_                                 12,000
      √N                                   √16
Step 6: Interpret
We fail to reject the null because -1.333 is not in the tail of the distribution; 
there is not enough evidence to suggest that the polluted lakes have 
significantly fewer fish
Type II error
Example 2
N= 14
M= 42
S= 6.8
μ= 36
Step 1

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School: University of Mississippi
Department: Psychology
Course: Elementary Statistics
Professor: Melinda Redding
Term: Fall 2016
Tags: Psychology and elementary statistics
Name: Chapter 7- The Single Sample t-Test
Description: These notes cover the beginning portion of The Single Sample t-Test.
Uploaded: 09/30/2016
3 Pages 42 Views 33 Unlocks
  • Better Grades Guarantee
  • 24/7 Homework help
  • Notes, Study Guides, Flashcards + More!
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