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Lehrstuhl Rösch - Statistics 1

Daniel Rösch
0_1_Welcome
0_1_Welcome

GRIPS-Kurs
217
00:09:45
Daniel Rösch
0_2_What_is_Statistics
0_2_What_is_Statistics

GRIPS-Kurs
51
00:08:19
Daniel Rösch
0_3_importance_of_statistics
0_3_importance_of_statistics

GRIPS-Kurs
39
00:09:41
Daniel Rösch
0_4_course_structure
0_4_course_structure

GRIPS-Kurs
33
00:03:33
Daniel Rösch
1_1_python
1_1_python

GRIPS-Kurs
419
00:07:13
Daniel Rösch
1_2_statistical_thinking
1_2_statistical_thinking

GRIPS-Kurs
95
00:05:14
Daniel Rösch
1_3_basic_definitions_for_data
1_3_basic_definitions_for_data

GRIPS-Kurs
61
00:16:24
Daniel Rösch
1_4_organizing_data
1_4_organizing_data

GRIPS-Kurs
51
00:10:38
Daniel Rösch
1_5_data_collection_and_preprocessing
1_5_data_collection_and_preprocessing

GRIPS-Kurs
50
00:15:11
Daniel Rösch
2_10_cases
2_10_cases

GRIPS-Kurs
6
00:07:57
Daniel Rösch
2_1_frequencies
2_1_frequencies

GRIPS-Kurs
371
00:23:12
Daniel Rösch
2_2_location_metrics
2_2_location_metrics

GRIPS-Kurs
58
00:13:12
Daniel Rösch
2_3_quantiles
2_3_quantiles

GRIPS-Kurs
44
00:11:21
Daniel Rösch
2_4_Dispersion_Metrics
2_4_Dispersion_Metrics

GRIPS-Kurs
244
00:13:47
Daniel Rösch
2_5_Properties
2_5_Properties

GRIPS-Kurs
41
00:10:47
Daniel Rösch
2_6_skewness_kurtosis_metrics
2_6_skewness_kurtosis_metrics

GRIPS-Kurs
34
00:09:25
Daniel Rösch
2_7_boxplots
2_7_boxplots

GRIPS-Kurs
27
00:05:07
Daniel Rösch
2_8_summarizing_examples
2_8_summarizing_examples

GRIPS-Kurs
27
00:05:18
Daniel Rösch
2_9_wrap_up
2_9_wrap_up

GRIPS-Kurs
28
00:01:48
Daniel Rösch
3_1_joint_frequencies
3_1_joint_frequencies

GRIPS-Kurs
214
00:11:42
Daniel Rösch
3_2_independence_and_association
3_2_independence_and_association

GRIPS-Kurs
43
00:15:20
Daniel Rösch
3_3_covariance_correlation
3_3_covariance_correlation

GRIPS-Kurs
35
00:27:37
Daniel Rösch
3_4_correlation_a_closer_look
3_4_correlation_a_closer_look

GRIPS-Kurs
122
00:10:24
Daniel Rösch
3_5_cases1
3_5_cases1

GRIPS-Kurs
31
00:08:29
Daniel Rösch
3_6_cases2
3_6_cases2

GRIPS-Kurs
28
00:03:41
Daniel Rösch
4_1_inequality_and_concentration
4_1_inequality_and_concentration

GRIPS-Kurs
125
00:06:02
Daniel Rösch
4_2_lorenz_curve
4_2_lorenz_curve

GRIPS-Kurs
38
00:07:43
Daniel Rösch
4_3_gini_coefficient
4_3_gini_coefficient

GRIPS-Kurs
35
00:07:32
Daniel Rösch
4_4_gini_coefficient_manual_calculation
4_4_gini_coefficient_manual_calculation

GRIPS-Kurs
31
00:05:02
Daniel Rösch
4_5_classification_performance
4_5_classification_performance

GRIPS-Kurs
29
00:06:52
Daniel Rösch
4_6_cases
4_6_cases

GRIPS-Kurs
26
00:10:46
Daniel Rösch
5_indices
5_indices

GRIPS-Kurs
29
00:13:29
Daniel Rösch
6_10_example_airbags
6_10_example_airbags

GRIPS-Kurs
105
00:12:10
Daniel Rösch
6_11_example_bertrand
6_11_example_bertrand

GRIPS-Kurs
23
00:04:58
Daniel Rösch
6_12_random_sampling
6_12_random_sampling

GRIPS-Kurs
25
00:17:19
Daniel Rösch
6_1_sets
6_1_sets

GRIPS-Kurs
94
00:12:35
Daniel Rösch
6_2_random_experiments
6_2_random_experiments

GRIPS-Kurs
31
00:06:50
Daniel Rösch
6_3_probability_measure_and_axioms
6_3_probability_measure_and_axioms

GRIPS-Kurs
28
00:06:27
Daniel Rösch
6_4_probability_notions
6_4_probability_notions

GRIPS-Kurs
29
00:13:47
Daniel Rösch
6_5_some_calculation rules
6_5_some_calculation rules

GRIPS-Kurs
82
00:01:31
Daniel Rösch
6_6_conditional_probabilities
6_6_conditional_probabilities

GRIPS-Kurs
28
00:05:06
Daniel Rösch
6_7_stochastic_independence
6_7_stochastic_independence

GRIPS-Kurs
21
00:04:37
Daniel Rösch
6_8_total_probability_and_bayes_rule
6_8_total_probability_and_bayes_rule

GRIPS-Kurs
22
00:08:57
Daniel Rösch
6_9_natural_frequencies
6_9_natural_frequencies

GRIPS-Kurs
20
00:02:23
Daniel Rösch
7_10_exponential_distribution
7_10_exponential_distribution

GRIPS-Kurs
20
00:07:04
Daniel Rösch
7_11_normal_distribution_introduction
7_11_normal_distribution_introduction

GRIPS-Kurs
16
00:11:10
Daniel Rösch
7_12_normal_distribution_example
7_12_normal_distribution_example

GRIPS-Kurs
16
00:09:41
Daniel Rösch
7_13_normal_distribution_python
7_13_normal_distribution_python

GRIPS-Kurs
118
00:09:18
Daniel Rösch
7_14_normal_distribution_and_arithmetic_mean
7_14_normal_distribution_and_arithmetic_mean

GRIPS-Kurs
18
00:03:19
Daniel Rösch
7_15_chi2_t_distributions
7_15_chi2_t_distributions

GRIPS-Kurs
15
00:09:21
Daniel Rösch
7_16_central_limit_theorem
7_16_central_limit_theorem

GRIPS-Kurs
12
00:06:05
Daniel Rösch
7_17_cases
7_17_cases

GRIPS-Kurs
12
00:13:01
Daniel Rösch
7_1_random_variables_definitions
7_1_random_variables_definitions

GRIPS-Kurs
110
00:10:39
Daniel Rösch
7_2_random_variables_characterization_discrete
7_2_random_variables_characterization_discrete

GRIPS-Kurs
29
00:16:31
Daniel Rösch
7_3_random_variables_characterization_continuous
7_3_random_variables_characterization_continuous

GRIPS-Kurs
24
00:14:46
Daniel Rösch
7_4_expectation_variance_stddev
7_4_expectation_variance_stddev

GRIPS-Kurs
22
00:06:41
Daniel Rösch
7_5_expectation_variance_properties
7_5_expectation_variance_properties

GRIPS-Kurs
101
00:04:25
Daniel Rösch
7_6_covariance_correlation
7_6_covariance_correlation

GRIPS-Kurs
23
00:08:06
Daniel Rösch
7_7_bernoulli_binomial_distribution
7_7_bernoulli_binomial_distribution

GRIPS-Kurs
22
00:18:43
Daniel Rösch
7_8_poisson_distribution
7_8_poisson_distribution

GRIPS-Kurs
18
00:06:29
Daniel Rösch
7_9_uniform_distribution
7_9_uniform_distribution

GRIPS-Kurs
89
00:07:23