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QM 2610 Statistical Methods I. QM 2610 Statistical Methods I. Descriptive Statistics. Probability. Statistical Inference. STATISTICAL INFERENCE. population parameters. Random sample. sample statistics. Types of Data. Quantitative (Numerical) Qualitative (Categorical).
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QM 2610 Statistical Methods I
QM 2610 Statistical Methods I Descriptive Statistics Probability Statistical Inference
STATISTICAL INFERENCE population parameters Random sample sample statistics
Types of Data Quantitative (Numerical) Qualitative (Categorical)
Types of Data Quantitative (Numerical) Discrete Continuous Qualitative (Categorical)
Types of Data Quantitative (Numerical) Discrete Continuous Qualitative (Categorical) Levels of Data Measurement General Case: { }quantitative { }qualitative highest Ratio Interval -------- Ordinal lowest Nominal
Types of Data Quantitative Qualitative
Types of Data/Levels of Data Ratio Quantitative Interval Qualitative Ordinal Nominal
Classify the data obtained with the following questions. _____ Q1. How many pairs of tennis shoes do you own? _____ Q2. How high is your vertical leap measured in inches? [1] less than 12 inches [2] at least 12 inches but less than 24 inches [3] at least 24 inches but less than 36 inches [4] at least 36 inches but less than 48 inches [5] at least 48 inches _____ Q3. What is your favorite physical education activity? [1] baseball [2] basketball [3] football [4] soccer [5] softball [6] tennis [7] volleyball [8] OTHER _____ Q4. What is the best temperature (in F) in which to play football?
Which questions yield qualitative (categorical) data? Which questions yield quantitative (numerical) data? Which questions yield nominal level data? Which questions yield ordinal level data? Which questions yield at least interval level data? Which questions yield data that is discrete? Which questions yield data that is continuous?
Classify the data obtained with the following questions. _____ Q1. How many pairs of tennis shoes do you own? Types of Data Quantitative (Numerical) Qualitative (Categorical) Levels of Data Measurement highest Ratio Interval -------- Ordinal lowest Nominal
Classify the data obtained with the following questions. _____ Q1. How many pairs of tennis shoes do you own? Types of Data Quantitative (Numerical) Discrete Continuous Qualitative (Categorical) Levels of Data Measurement highest Ratio Interval -------- Ordinal lowest Nominal At least interval
_____ Q2. How high is your vertical leap measured in inches? [1] less than 12 inches [2] at least 12 inches but less than 24 inches [3] at least 24 inches but less than 36 inches [4] at least 36 inches but less than 48 inches [5] at least 48 inches _____ Q2. How high is your vertical leap measured in inches? [1] less than 12 inches [2] at least 12 inches but less than 24 inches [3] at least 24 inches but less than 36 inches [4] at least 36 inches but less than 48 inches [5] at least 48 inches _____ Q2. How high is your vertical leap measured in inches? Without the categories, it is numerical. With the categories, it is qualitative. Types of Data Quantitative (Numerical) Qualitative (Categorical) Levels of Data Measurement highest Ratio Interval -------- Ordinal lowest Nominal
_____ Q2. How high is your vertical leap measured in inches? [1] less than 12 inches [2] at least 12 inches but less than 24 inches [3] at least 24 inches but less than 36 inches [4] at least 36 inches but less than 48 inches [5] at least 48 inches Types of Data Quantitative (Numerical) Qualitative (Categorical) Levels of Data Measurement highest Ratio Interval -------- Ordinal lowest Nominal
_____ Q3. What is your favorite physical education activity? [1] baseball [2] basketball [3] football [4] soccer [5] softball [6] tennis [7] volleyball [8] OTHER Types of Data Quantitative (Numerical) Qualitative (Categorical) Levels of Data Measurement highest Ratio Interval -------- Ordinal lowest Nominal
_____ Q3. What is your favorite physical education activity? [1] baseball [2] basketball [3] football [4] soccer [5] softball [6] tennis [7] volleyball [8] OTHER Types of Data Quantitative (Numerical) Qualitative (Categorical) Levels of Data Measurement highest Ratio Interval -------- Ordinal lowest Nominal
_____ Q4. What is the best temperature (in F) in which to play football? Types of Data Quantitative (Numerical) Qualitative (Categorical) Levels of Data Measurement highest Ratio Interval -------- Ordinal lowest Nominal
_____ Q4. What is the best temperature (in F) in which to play football? Types of Data Quantitative (Numerical) Discrete Continuous Qualitative (Categorical) Levels of Data Measurement highest Ratio Interval -------- Ordinal lowest Nominal