Time Series Analysis Using MS Excel
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Medical device manufacturers must analyze complaints, process data, non-conformances, service records, internal quality audits, etc. This analysis, using appropriate statistical methodology under §820.100 and ISO 13485:2016, 8.4, identifies issues in the
quality management system. The result can lead to corrective action and other improvement opportunities.
One family of these tools, time series analysis, also called trend analysis, uses visual methods to plot data over time and analytical methods to detect trends, cycles, and shifts. These methods can help anticipate problems before they occur and demonstrate the effectiveness of corrective actions.
Objectives of the Presentation
The presentation covers the methods below, using Excel for the analysis:
One family of these tools, time series analysis, also called trend analysis, uses visual methods to plot data over time and analytical methods to detect trends, cycles, and shifts. These methods can help anticipate problems before they occur and demonstrate the effectiveness of corrective actions.
Objectives of the Presentation
The presentation covers the methods below, using Excel for the analysis:
- Using run (trend) charts
- Determining a linear trend
- Data Smoothing (Moving Averages and Lag Functions)
- Using variables control charts (x-bar & R)
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Onlinecompliancepanel is a dedicated team of youngsters, who work in tandem with the latest US FDA regulations/regulatory compliance in creating training sessions suitable for individuals and corporations. These sessions are simple, interactive and cost effective. We are a predominantly web based information exchange forum. Our interactive training sessions could be beneficial to corporations thriving in industries such as pharmaceuticals, drugs and chemicals, FDA compliance, medical devices, packaging and labeling, food and beverages, banking and finance, audits and inspections, recalls and crisis management and many more. We emphasizes in offering regulatory compliance training to compliance professionals on varied topics. These primarily include risk management, quality management, corporate compliance and other regulatory compliances. Some of our primary areas of focus include advancement and updates in regulatory compliance, best practices, risk management and market trends.
Professional training, in the essential quality disciplines, contributes to both the competitiveness of your business and also to personal motivation; it broadens the experience and accelerates the development of those who participate. We provide training in a number of ways: ...
Professional training, in the essential quality disciplines, contributes to both the competitiveness of your business and also to personal motivation; it broadens the experience and accelerates the development of those who participate. We provide training in a number of ways: ...
