Course description
Usually we know how to take a list of numbers, order them from least to greatest and find the mean, which are simple statistical tools. Building charts, analyzing structure of data and current trends is also a valuable ability. All these usually enhance understanding of the company's actual conditions. However, it is not enough for making proper management decisions or forecast future financial results.
For example, regression analysis is the estimation of the ratio between two or more variables. The two primary uses for regression in business are forecasting and optimization. Regression helps managers and business owners forecast future conditions, lend quantitative support to managers' judgement, point out flaws in management thinking and provide new insights that can help company decision makers move their businesses toward a more profitable future.
Hypothesis testing helps to analyze the effect of one factor on another by exploring the relationship's statistical significance. In a business world, a hypothesis test may be used to explain how much an increase in labor affects productivity or whether the current marketing campaign really boosted sales of the company products. It allows managers to examine causes and effects before making a crucial management decision.
So, when properly used, statistical methods make the decision-making process much easier. However, the application of statistics is both an art and a science and should not be used as the sole basis for making decisions. When interpreting the results of statistical analysis, exercise judgment based on your own real-life experience and other qualitative factors that are not incorporated into the mathematical model.
Upcoming start dates
Who should attend?
Prerequisites
- Basic Knowledge of MS Excel
Training content
- Descriptive Statistics
- Common Probability Distributions
- Sampling and Estimation
- Hypothesis Testing
- Correlation and Regression
- Time-Series Analysis
Certification / Credits
Objectives
To provide the audience the understanding that the decision making process should be based on data analysis, to form skills in the use of MS Excel for data processing, analysis, hypothesis testing, and time-series analysis.
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Luxoft Training Center
Luxoft Training Center — an essential part of the global technology leader, Luxoft, a DXC Technology Company. We play a pivotal role in propelling B2B businesses forward by delivering customized training solutions. Emphasizing the significance of learning and employee development,...