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Quantitative Methods for Business Decision

Track :

Business

Lessons no : 30

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What will you learn in this course?
  • Apply regression analysis techniques to interpret business data and inform strategic decisions using statistical models and software tools
  • Utilize linear programming methods to optimize resource allocation, production schedules, and operational efficiency in business environments
  • Implement data mining processes to extract actionable insights from large datasets, enhancing marketing, sales, and customer relationship strategies
  • Design and execute project management models using quantitative methods to improve planning, scheduling, and risk assessment
  • Develop production planning strategies by applying quantitative techniques to balance supply chain, inventory, and manufacturing processes
  • Analyze marketing data with statistical tools to evaluate campaign effectiveness, customer segmentation, and market trends
  • Assess financial performance through quantitative analysis, including forecasting, budgeting, and investment decision-making
  • Use quantitative methods to optimize purchase and inventory management, reducing costs and improving supply chain responsiveness
  • Integrate decision theory and simulation models to evaluate complex business scenarios and support risk-informed decision making
  • Evaluate the impact of quantitative analysis techniques on business performance, decision quality, and competitive advantage

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Lessons | 30


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Quantitative Analysis Techniques Regression Analysis. Regression analysis is a common technique that is not only employed by business owners but also by statisticians and economists. ... Linear Programming. ... Data Mining. ... Project Management. ... Production Planning. ... Marketing. ... Finance. ... Purchase and Inventory.The quantitative approach is to make an optimal decision by using mathematical and statistical models in a situation when the probability of all outcomes is uncertain. In so many words, in decision-making it helps managers solve complex problems.How does quantitative methods helps in the decision making process of a company? The quantitative techniques help in decision making process in the way that identify the factors which influence the decisions and quantify them. It becomes easier to resolve the complexity of the decision making. Some of the quantitative techniques such as decision theory and simulation work best in complex decisions.What are the quantitative techniques? Definition. Quantitative methods emphasize objective measurements and the statistical, mathematical, or numerical analysis of data collected through polls, questionnaires, and surveys, or by manipulating pre-existing statistical data using computational techniques.What is quantitative methods of business? Quantitative analysis is the use of mathematical and statistical techniques to assess the performance of a business. ... Some of the quantitative analysis methods include regression analysis, linear programming, and data mining.