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rz

What rz Is

rz is a series of classes and utility methods for applying statistics concepts through computation

How rz Works

Groups of functions have been grouped into centralized concepts with differentiation on two_sample_hypothesis_tests and one_sample_hypothesis_tests, and both normal_distributions and uniform_distributions. Find what you are looking for, plug in appropriate instance variables, and call an appropriate function.

Binomial Distributions

  • #derive_mean_and_or_expected_value_from_X
  • #find_standard_deviation_of_a_binomial_random_variable
  • #what_is_probability_of_success
  • #what_is_p_of_x_when_equals
  • #what_is_p_of_x_when_lte
  • #what_is_ranged_probability
  • #test_what_is_p_of_x
  • #test_what_is_ranged_probability

CentralLimitTheorem

  • #standard_error_of_mean
  • #clt_for_sums

ConfidenceIntervals

  • #standard_error
  • #find_critical_value_with_confidence_level
  • #find_critical_value_with_df
  • #find_margin_of_error_of_mean
  • #simply_construct_confidence_interval
  • #construct_confidence_interval_easy
  • #derive_mean_and_or_expected_value_from_X
  • #derive_population_mean
  • #find_z_score_where_x_lte
  • #find_confidence_interval
  • #find_margin_of_error_from_confidence_interval
  • #find_sample_mean_from_confidence_interval
  • #find_sample_size_for_moe
  • #optimal_sample_size
  • #test_margin_of_error_of_mean

Dependence

  • #is_independent
  • #is_dependent
  • #is_mutually_exclusive_with_both
  • #is_mutually_exclusive_without_both

Dice

  • #how_many_combinations
  • #likelihood_of_sum
  • #roll

ExpectedValues

  • #expected_value

Logic

  • #complement_of
  • #range
  • #and_probability
  • #mutually_exclusive

NormalDistributions

  • #sample_size
  • #standard_error_of_mean
  • #n_sdevs_from_mean
  • #z_score
  • #percentile_from_z_score
  • #test_what_is_z_score

OneSampleHypothesis

  • #calculate_rejection_region
  • #calculate_critical_value
  • #test_p_value
  • #calculate_rejection_region
  • #calculate_p_value_for_normal_distribution_for_mean
  • #calculate_p_value_for_proportion_hypothesis_test
  • #calculate_test_type
  • #find_one_sample_test_statistic
  • #find_two_sample_test_statistic

PairedSamples

  • #z_score
  • #standard_deviation_of_differences
  • #mean_of_differences

Percentiles

  • #for_sample_mean
  • #of_int_less_than
  • #of_int_greater_than
  • #find_mean
  • #sample_standard_deviation
  • #standard_deviation
  • #nth_percentile
  • #percentile_from_z_score
  • #interquartile_range

PopulationMean

TBD

ProbabilityMassFunction

TBD

Probability

TBD

Proportions

TBD

SamplingDistributions

TBD

Sums

TBD

TScores

TBD

TwoSampleHypothesis

TBD

UniformDistribution

TBD

Helpers

TBD

TwoSampleProportions

TBD

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object-oriented statistics in rlang

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