Statistics and Probability (MATH 339)

Data collection, summarization, correlation, regression, probability, sampling, estimation, tests of significance.

إجمالي المحاضرات 40 إجمالي الساعات 15:29:59 مدة الدورة 17 أسبوع
  • نبذة عن المقرر :

    It is an introductory course in statistics intended for students in a wide variety of areas of study. Topics discussed include displaying and describing data, the normal curve, regression, probability, statistical inference, confidence intervals, and hypothesis tests with applications in the real world. Students also have the opportunity to analyze data sets.



  • ماذا ستتعلم :

    Definition and General View of Statistics, Organization and Presentation of Statistical Data, Graphical Representation, Measures of Central Tendency Mean, Median and Mode of The Simple Data and the Frequency Distribution, The Range and The Variance and the Standard Deviation, Coefficient of Variation of The Simple Data and The Frequency Distribution, Moments and Measure of Skewness and Kurtosis, Simple Linear Regression, Regression and Correlation Applications, Pearson Regression, Linear Regression and Correlations, Counting Techniques Permutation and Combinations, Counting Rule and Probability, Sample Space and Events, Addition Rule, Multiplication Rule, Definition of the Probability and Its Applications, Conditional Probability and Bayes Theorem, Fundamental Theorem of Probability, Discrete Random Variable Function, Continuous Random Variable Function, Random Variable Functions Related to the Probability, Binomial Probability Distribution, Poison Distribution, Z – Score, Normal Distribution, Chebyshev’s Inequality.



  • الفئة المستهدفة :

    * المرحلة الجامعية
    * الاختصاص : الرياضيات
    * المادة : Statistics and Probability (MATH 329)
    * اسم الجامعة : جامعة الملك خالد



  • الدورات المقترحة :

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إجمالي المحاضرات 40 إجمالي الساعات 15:29:59 مدة الدورة 17 أسبوع
Definition and General View of Statistics
1 دروس 0:20:08
Introduction to Statistics
0:20:08
عرض
حصة مسجلة
Organization and Presentation of Statistical Data
2 دروس 0:38:57
Organization of Data Part 1
0:25:07
عرض
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Organization of Data Part 2
0:13:50
عرض
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Graphical Representation
2 دروس 0:40:26
Graphical Representation Part 1
0:26:29
مغلقة
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Graphical Representation Part 2
0:13:57
مغلقة
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Measures of Central Tendency Mean , Median and Mode of The Simple Data and the Frequency Distribution
3 دروس 1:03:07
Measures of Central Tendency Part 1
0:23:59
مغلقة
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Measures of Central Tendency Part 2
0:25:57
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Measures of Central Tendency Part 3
0:13:11
مغلقة
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The Range and The Variance and the Standard Deviation
2 دروس 0:50:06
Measures of Variability Part 1
0:26:50
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Measures of Variability Part 2
0:23:16
مغلقة
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Coefficient of Variation of The Simple Data and The Frequency Distribution
1 دروس 0:04:03
Coefficient of Variations
0:04:03
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Moments and Measure of Skewness and Kurtosis
1 دروس 0:21:56
Skewness and Measures of Skewness
0:21:56
مغلقة
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Simple Linear Regression , Regression and Correlation Applications
1 دروس 0:24:53
Poison Probability Distribution Correlations
0:24:53
مغلقة
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Pearson Regression
1 دروس 0:19:26
Pearson and Superman Regression
0:19:26
مغلقة
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Linear Regression and Correlations
2 دروس 0:26:35
Linear Regression
0:08:37
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Linear Regression and Correlations
0:17:584
مغلقة
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Counting Techniques Permutation and Combinations
1 دروس 0:25:11
‏Permutation and Combination
0:25:11
مغلقة
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Counting Rule and Probability
2 دروس 0:50:08
Counting Rule and Probability
0:31:18
مغلقة
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Probability and Counting Rules
0:18:50
مغلقة
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Sample Space and Events
1 دروس 0:25:40
Diagram of the Sample Space
0:25:40
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Calculating Probability for Addition
1 دروس 0:09:01
Calculating Probability for Addition
0:09:01
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Multiplication Rule
2 دروس 0:48:06
Addition and Multiplication Rules part 1
0:23:49
مغلقة
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Addition and Multiplication Rules part 2
0:24:16
مغلقة
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Definition of the Probability and Its Applications
2 دروس 0:44:18
Definition and Concept of Probabbility Part 1
0:30:11
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Definition and Concept of Probabbility Part 2
0:14:07
مغلقة
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Conditional Probability and Bayes Theorem
3 دروس 1:17:30
Conditional Probability and Independence Events Part 1
0:23:49
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Conditional Probability and Independence Events Part 2
0:25:26
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Conditional Probability and Independence Events Part 3
0:20:45
مغلقة
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Fundamental Theorem of Probability
1 دروس 0:21:25
Fundamental Theorem of Probability
0:21:25
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Discrete Random Variable Function
1 دروس 0:20:10
Discrete Probability Distributions
0:20:10
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Continuous Random Variable Function
2 دروس 0:47:40
Continuous Random Variable Distribution part 1
0:31:00
مغلقة
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Continuous Random Variables Distributions Part 2
0:16:40
مغلقة
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Random Variable Functions Related to the Probability
1 دروس 0:13:10
Bernoulli Trails
0:13:10
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Binomial Probability Distribution
2 دروس 0:22:51
Binomial Probability Distribution
0:15:38
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The Negative Binomial Distribution
0:07:13
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Poison Distribution
1 دروس 0:14:14
Poison Distribution
0:14:14
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Z – Score
1 دروس 0:25:13
Z _Score
0:25:13
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Normal Distribution
2 دروس 0:53:09
The Normal Distribution Part 1
0:29:10
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The Normal Distribution Part 2
0:23:59
مغلقة
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Chebychaves Inequality
1 دروس 0:04:03
Chebychaves Inequality
0:04:03
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المرحلة الجامعية

التخصص : الرياضيات

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