SoftGuide > Functions / Modules Designation > Time series analyses

Time series analyses

What is meant by Time series analyses?

The term "time series analysis" refers to the examination of data collected over a specified period. Time series analysis aims to identify patterns, trends, seasonal effects, and other temporal relationships in the data. This type of analysis is particularly useful for forecasting future values and monitoring processes over time. It is commonly used in fields such as economics, finance, meteorology, and production management.

Typical software functions in the area of "time series analysis":

  1. Trend Analysis: Identification and representation of long-term trends in the time series data.
  2. Seasonal Analysis: Detection and analysis of seasonal patterns or recurring effects within the data.
  3. Moving Averages: Calculation and display of moving averages to smooth out the data and reduce random fluctuations.
  4. Forecasting Models: Development and application of models to predict future values based on historical data, such as ARIMA or exponential smoothing.
  5. Anomaly Detection: Identification of unusual or unexpected data patterns that may indicate deviations or issues.
  6. Visualization: Creation of time series charts and graphs for better interpretation and communication of results.

 

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The function / module Time series analyses belongs to:

Statistics/Forecast

Software solutions with function or module Time series analyses:

Detact®
Detact®
 
 
 
 
 
 
Artificial intelligence for manufacturing process chains
CRISAM® GRC
CRISAM® GRC
 
 
 
 
 
 
Risk management for your company
PST-BI
 
 
 
 
 
 
Data warehouse, cost accounting, planning, reporting, business analytics for SMEs
roXtra
 
 
 
 
 
 
The software for your digital quality management
ibo QSR
ibo QSR
 
 
 
 
 
 
Audit software, internal audit, audit, planning, checking, group, auditing, RPA
elKomBI
elKomBI
 
 
 
 
 
 
Controlling software for analysis, planning and reporting with IBM Planning Analytics TM1
audimexSD
 
 
 
 
 
 
audimexSD - Software for pragmatically acting audit units
myPARM - Multi-project management software
Multi-project management and PPM software
co_suite - Qualitäts-/ Risikomanagement, CAPA, Beschwerde, Dokumente, Ideen
The auditable, complete and modular Quality, Compliance and Riskmanagement application
OCT planning
OCT planning
 
 
 
 
 
 
Unlimited possibilities for corporate planning at operational level
Show all 15 programs with Time series analyses