Statistics
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The relation between
hypothesis testing and jury trials
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Class 1: Course outline and
basic statistical concepts
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Class 2: Analysis of
univariate data: graphics for qualitative data
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Class 3: Analysis of
univariate data: graphics for quantitative data
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Class 4: Analysis of
univariate data: measures of location
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Class 5: Analysis of
univariate data: measures of spread and other measures of form
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Class 6: Analysis of
bivariate data: joint frequency tables & graphs
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Class 7: Analysis of
bivariate data: covariance, correlation and regression
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Class 8: Time series and
index numbers
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Class 9: Probability
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Class 10: Random variables and
probability models
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Class 11: Statistical
inference: point and interval estimation
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Class 12: Statistical
inference: hypothesis tests
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Practical 0: Excel basics:
changing language and decimal point settings and basic functions
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Practical 1: Class questionnaire
& Excel template
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Practical 2: Constructing a
frequency table and graphics for qualitative data & Excel file of
preferred political party data
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Practical 3: Graphics for
quantitative data & Excel file of times
voted by Madrileños
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Practical 4: Measures of location
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Practical 5: Measures of spread
and other measures of form
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Practical 6: Joint frequency
tables and graphs & Excel file of the Brexit survey
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Practical 7: Scatterplots,
covariance, correlation and regression & Excel file of the
Parliamentary seats vs population data
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Practical 8: Time series and
index numbers & Excel file of UK
consumer spending data & Excel file of Donald
Trump’s approval ratings
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Practical 9: Probability (no practical this week).
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Practical 10: Random variables
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Practical 11: Confidence intervals
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Practical 12: Hypothesis tests
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Exercises 1: Basic statistical
concepts
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Exercises 2: Frequency tables and
graphics for qualitative data
·
Exercises 3: Graphics for
quantitative data
·
Exercises 4: Measures of location
·
Exercises 5: Measures of spread
and other measures of form
·
Exercises 6: Joint and
conditional frequency tables and graphs
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Exercises 7: Covariance,
correlation and regression
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Exercises 8: Time series
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Exercises 9: Basic probability
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Exercises 10: Random variables
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Exercises 11: Confidence intervals
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Exercises 12: Hypothesis tests