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所在平台: Udemy |
课程主页: https://www.udemy.com/course/descriptive-tools-and-approaches-in-quantitative-methods/
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《定量方法：描述性工具与方法》课程总结 本课程专注于商业领域中定量方法所使用的描述性工具和方法。它适合以下人群： * 修读“定量方法”或“商业定量方法”（200至300级别课程）的本科生。 * 参加专业考试，如CIMA BA1和CFA Level 1，其中包含类似定量方法的内容。 * 企业管理者。 * 所有对学习定量方法感兴趣的学习者。 **课程核心内容：** 1. **定量方法概述：** 介绍定量数据、定量方法在商业决策中的作用，以及定量数据的呈现方式。 2. **描述性工具与方法（图表）：** 涵盖频率分布、分组数据、条形图、饼图、直方图和 ogive 图等，这些内容对CIMA BA1的“商业信息背景”部分（学习成果1）至关重要。 3. **位置度量：** 详细讲解未分组和分组数据的平均数、中位数和众数，并进行比较。 4. **离散度度量：** 介绍极差、四分位距、平均绝对离差、方差和标准差（均针对未分组和分组数据），以及偏度。这些内容与CFA Level 1的“定量方法-描述性统计”部分相关。 **课程特色：** * **实用性强：** 所有概念和计算都将使用Excel/Spreadsheets进行演示，并结合商业实例，具有高度的实践价值。 * **学习支持：** 提供包含课程内容的PPT讲义下载。 * **进阶基础：** 课程教授的描述性工具和方法是进一步学习定量方法的基石，同时也是企业管理者日常决策的重要参考。
This course is about the descriptive tools and approaches used in quantitative methods in business. The course is aimed at anyone of the following groups.Bachelor's taking course on ‘Quantitative Methods' or ‘Quantitative Methods in Business' (200 to 300 level courses);Professional examinations offering similar courses in Quantitative Methods, including CIMA BA1 and CFA Level 1;Business managers; andAnyone interested in learning Quantitative MethodsThe descriptive tools and approaches covered in this course are absolutely essential for anyone pursuing further studies in quantitative methods and students will gain a good understanding of these concepts and their application in a business context. These descriptive tools and approaches taught in this course are also of value to business managers as these are often used in day-to-day business decision making.Furthermore, the descriptive tools and approaches are explained using Excel/Spreadsheets, and therefore this course is of much practical value to students and business managers alike.The courses cover the following topics:Section 1 - Introduction to quantitative methodsWhat is quantitative data?Quantitative methods and business decision makingPresentation of quantitative dataSection 2 - Descriptive tool and approaches- DiagramsFrequency distribution and grouped dataBar charts and pie chartsHistorgram and ogive(Section 1 & 2 relevant for CIMA BA1 - C. Informational Context of Business (Learning Outcome 1)Section 3 - Measure of locationMean for ungrouped and grouped dataMedian for ungrouped and grouped dataMode for ungrouped and grouped dataComparison of mean, median and modeSection 4 - Measure of spreadRangeInter-quartile range for ungrouped and grouped dataMean absolute deviation for ungrouped and grouped dataVariance and standard deviation for ungrouped and grouped dataSkewness(Section 3 & 4 relevant for CFA Level 1 Quantitative Methods - Descriptive Statistics)The lecture videos include a comprehensive explanation of the concepts and calculation of the descriptive tools and approaches using Excel for business examples. In addition, students taking this course will receive downloadable power point presentations of the topics covered.
