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38 Cards in this Set
- Front
- Back
TWO COMMON SOURCES OF DATA?
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SURVEYS
EXPERIMENTS |
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WHAT IS A POPULATION?
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THE MAIN GROUP YOU ARE INTERESTED IN
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WHAT ARE PARAMETERS?
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CHARACTERISTICS OF THE POPULATION
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WHAT IS A SYTEMATIC ERROR RESULTING IN INCORRECT DATA
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BIAS
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WHAT ARE THE TWO CATEGORICAL VARIABLES?
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NOMINAL
ORDINAL |
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WHAT ARE THE TWO QUANTITATIVE VARIABLES?
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RATIO
INTERVAL |
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WHAT IS A CHARACTERISTIC OF A SAMPLE?
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SAMPLE
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WHAT IS A CHARACTERISTIC OF A PARAMETER?
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POPULATION
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IN A NORMAL DISTRIBUTION
A) B) C) |
- A NORMAL BELL SHAPED CURVE
- PERFECTLY SYMMETRICAL -MEAN, MODE, AND MEDIAN ALL THE SAME |
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EMPIRICAL RULE FOR NORMAL CURVE?
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68.0% 1 SD
95.0% 2 SD 99.7% 3 SD |
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THE REASONING THAT ALLOWS RESEARCHERS TO DRAW CONCLUSIONS ABOUT AN ENTIRE POPULATION ON THE BASIS OF A VERY SMALL SAMPLE OF INDIVIDUALS?
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STATISTICAL INFERENCE
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FOR THESE TYPES OF STUDIES, THE OBJECTIVE IS TO USE ITSELF TO MAKE INFERENCES ABOUT A LARGE GROUP
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STATISTICAL STUDIES
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WHAT IS THE WAY TO INSURE THAT THE SAMPLE IS OF ADEQUATE REPRESENTATION OF THE ENTIRE POPULATION
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TAKE A RANDOM SAMPLE
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EVEN IF THE STATISTICAL DATA DOESNT HAVE A NORMAL CURVE THE ____________ WILL?
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SAMPLE DISTRIBUTION
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WHAT REFERS TO THE VARIABLITY OF THE OBSERVATIONS OF THE SAMPLE
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STANDARD DEVIATION
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REFERS TO THE VARIABILITY OF THE STATISTIC
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STANDARD ERROR
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YOU HAVE A SAMPLE OF 500 DIFFERENT MEANS:
WHAT IS A HISTOGRAM OF ALL THOSE MEANS? |
SAMPLE DISTRIBUTION
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YOU HAVE A SAMPLE OF 500 DIFFERENT MEANS:
WHAT IS THE STANDARD DEVIATION OF THOSE SAMPLES? |
STANDARS ERROR
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TWO WAYS TO ORGANIZE AND DISPALY DATA
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1. NUMERICALLY
2. VISUALLY |
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SHOWS THE BREAKDOWN OF ONE VARIABLE
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FREQUENCY TABLE
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WHAT KINDS OF DATA DOES A FREQUENCY TABLE GIVE?
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=GIVES THE NUMBER AND PERCENTAGES OF THE DIFFERENT RESPOSES
-GIVES THE CUMULATIVE PERCENTAGE |
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WHAT GIVES ONE OF THE MOST CONVIENANT AND USEFUL WAYS OF SUMMARIZING DATA NUMERICALLY?
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A FREQUENCY TABLE
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WHAT IS THE PROPER GRAPH AND CHART FOR ONE QUANTITATIVE VARIABLE
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PIE CHART- FOR NOMINAL AND ORDINAL DATA
BAR CHART- SAME HISTOGRAM- GOOD FOR QUANTITATIVE DATA |
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WHAT IS UNIQUE ABOUT A HISTOGRAM?
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-IT IS GRAPHICAL FOR ONE QUANTITATIVE VARIABLE
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HOW IS A HISTOGRAM GRAPHED?
X-AXIS- Y-AXIS- |
X-AXIS-displays range of sample values for variable of interest
Y-AXIS-count frequency of observations |
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HISTGOGRAM:
-TAILS TO THE RIGHT? -TAILS TO THE LEFT? |
-POSITIVE SKEW
-NEGATIVE SKEW |
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DISTRIBUTION IS EITHER SYMMETRIC OR SKEWED?
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true
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WHAT TYPE OF VARIABLE WOULD YOU USE A PIE CHART?
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CATEGORICAL
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WHAT TYPE OF VARIABLE WOULD U USE A BAR CHART?
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categorical
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WHAT TYPE OF VARIABLE WOULD U USE A HISTOGRAM
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QUANTITATIVE
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WHAT ARE 3 MEASURES OF CENTRAL TENDENCY?
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MEAN, MODE, MEDIAN
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WHAT IS DIFFERENCE BETWEEN MEAN AND MEDIAN?
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MEAN- AVERAGE
MEDIAN- MOST FREQUENT, SO THUS LESS AFFECTED BY THE VARIABILITY OF DATA VALUES |
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VARIANCE
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(SUM OF SQUARED DISTANCES FROM THE MEAN FOR ALL CASES)/(# OF CASES - 1)
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STANDARD DEVIATION FOR QUANTITATIVE VARIABLES?
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SQUARE ROOT OF THE VARIANCE
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COEFFICIENT OF VARIATION
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EXPRESSION OF THE SD AS A % OF DIFFERENT VARIABLES
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THE COEFFICIENT OF VARIATION?
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SD/MEAN * 100
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PERCENTILES?
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EACH PERCENTILE MEANS THAT THAT MANY ARE IN THAT SPECIFIC RANGE
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FOR MOST QUANTITATIVE VARIABLES (3) THREE SUMMARY STATISTICS ARE MOST USEFUL`
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-LOCATION- MEAN, MEDIAN, MODE
-SPREAD- VARIABILITY--DIFFERENCE BETWEEN MAX AND MIN, DIF BETWEEN TWOV QUARTILES, VARIANCE, SD -SHAPE- SD |