Business Statistics (Module From Bachelor Of Business Administration (Honours)) - Tung Wah College

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    課程名稱:

    Business Statistics (Module From Bachelor Of Business Administration (Honours)) - Tung Wah College

    院校名稱:

    東華學院

    課程編號:

    23Z099278

    範疇:

    金融服務業

    上課模式:

    42 (FT)

    為期:

    14 WEEKS

    學費:

    6,351.00

    入學要求:

    Year 1 Entry: Have Obtained Level 3 For Chinese Language And English Language And Level 2 For Mathematics And Liberal Studies Plus One Elective/Applied Learning Subject At Level 2 (“3322+2”) In Hkdse; Or Have Passes In As Use Of English And As Chinese Language And Culture Plus One Al Subject/ Two As Subjects In Hkale And Five Passes In Hkcee Including Chinese Language And English Language; Or Have Passes In As Use Of English And As Chinese Language And Culture Plus One Al Subject/ Two As Subjects In Hkale And Level 2 For Chinese Language And English Language Plus Passes In Three Other Subjects In Hkcee; Or Satisfactory Completion Of A Pre-Associate Degree Programme (With Gpa 2.5 Or Above); Or For Applicants Who Are Holders Of The International Baccalaureate (Ib) Diploma, They Should Have A Minimum Of 28 Points And Fulfill The Following English Language Requirements: (A) Grade 4 Or Better In The Higher Level English Language (B Syllabus); Or (B) Grade 5 Or Better In The Standard Level English Language (B Syllabus); Or (C) Grade 4 Or Better In The Higher Or Standard Level English Language (A1 Or A2 Syllabus); Or (D) Grade 4 Or Better In The Standard Level English - Text And Performance; Or (E) Grade 4 Or Better In The Standard Level English -Literature And Performance (A1 Syllabus); Or Holding Equivalent Qualifications (Such As Meeting The Admission Requirements Of A Degree Programme Offered Outside Hong Kong); Or Mature Students At 25 Years Old Or Above With A Minimum Of 3 Years Relevant Working Experience. Year 3 Entry: Satisfactory Completion (With Gpa 2.5 Or Above) Of An Associate Degree Programme Or Higher Diploma Programme Of The Relevant Subject / Discipline; Or Holding Equivalent Qualifications.

    課程大綱:

    1. Introduction To Statistics 1.1 Descriptive Statistics And Inferential Statistics (0.5 Hour) 1.2 Types Of Variables (0.5 Hour) 1.3 Levels Of Measurement (0.5 Hour) 2. Descriptive Statistics 2.1 Constructing Frequency Tables And Distributions (1 Hour) 2.2 Graphic Presentation Of A Frequency Distribution (0.5 Hour) 2.3 Population, Sample, And Arithmetic Means (0.5 Hour) 2.4 The Weighted And Geometric Mean (0.5 Hour) 2.5 Range, Variance, And Standard Deviation (1 Hour) 2.6 Interpretation And Uses Of Standard Deviation (0.5 Hour) 2.7 Skewness (0.5 Hour) 3. Sampling Methods 3.1 Different Sampling Methods: Simple Random Sampling, Systematic Random Sampling, Stratified Random Sampling, Cluster Sampling (1 Hour) 3.2 Sampling Error (0.5 Hour) 3.3 Sampling Distribution Of The Sample Mean (0.5 Hour) 3.4 The Central Limit Theorem (0.5 Hour) 3.5 Using The Sampling Distribution Of The Sample Mean (0.5 Hour) 4. Probability And Probability Distributions 4.1 Discrete And Continuous Random Variables (0.5 Hour) 4.2 The Mean, Variance, And Standard Deviation Of A Discrete Probability Distribution (1 Hour) 4.3 Binomial Probability Distribution (1 Hour) 4.4 Hypergeometric Probability Distribution (1 Hour) 4.5 Poisson Probability Distribution (1 Hour) 4.6 The Family Of Normal Probability Distribution (0.5 Hour) 4.7 The Standard Normal Probability Distribution (1 Hour) 4.8 The Normal Approximation To The Binomial (0.5 Hour) 5. Sampling Distribution And Confidence Interval Estimation 5.1 Point Estimation For A Population Mean (0.5 Hour) 5.2 Confidence Interval For A Population Mean (1 Hour) 5.3 Confidence Interval For A Population Proportion (1 Hour) 5.4 Choosing An Appropriate Sample Size (0.5 Hour) 6. Hypothesis Testing 6.1 What Is Hypothesis Testing? (0.5 Hour) 6.2 One-Tailed And Two-Tailed Tests Of Significance Of A Sample (2 Hours) 6.3 Testing For A Population Mean: Known/Unknown Population Standard Deviation (2 Hours) 6.4 P-Value In Hypothesis Testing (1 Hour) 6.5 Type I And Type Ii Error (0.5 Hour) 6.6 Two-Sample Test Of Hypothesis: Independent Samples (2 Hours) 6.7 Comparing Population Means With Unknown Population Standard Deviations (1 Hour) 6.8 Two-Sample Tests Of Hypothesis: Dependent Samples (2 Hours) 6.9 Comparing Dependent And Independent Samples (0.5 Hour) 7. Linear Regression And Correlation 7.1 What Is Regression And Correlation? (0.5 Hour) 7.2 The Correlation Coefficient (1 Hour) 7.3 Linear Regression: Least Squares Method (2 Hours) 7.4 Testing The Significance Of The Slope (1 Hour) 7.5 Evaluating A Regression Equation’S Ability To Predict (1 Hour) 8. Time Series Analysis 8.1 Components Of A Time Series (0.5 Hour) 8.2 Moving Average (0.5 Hour) 8.3 Weighted Moving Average (0.5 Hour) 8.4 Linear Trend (1 Hour) 8.5 Nonlinear Trends (1 Hour) 8.6 Seasonal Variation (0.5 Hour) 8.7 De-Seasonalizing Data (2.5 Hours)

    資歷名冊登記號碼:

    11/001047/5

    資歷架構級別:

    5