Regression analysis tools are the most widely used statistical tools that help estimate the relationship between dependent variables and independent variables. They are used to predict the actual outcomes and to explain or understand the relationship among variables. Regression analysis tools help study the relationships among two variables based on a sample. Regression analysis tools help by providing an equation for a graph that helps predict data trends.
In statistics, it is very difficult to make any sense of random numbers in a table. In this case, regression analysis tools help make a better prediction by using an equation. From the mathematical point of view, the two basic types of regression are linear and nonlinear. If the fit parameters appear linearly in the least squares normal equations, the model is known as a linear model, otherwise it is a nonlinear model. Regression analysis is also known as surface fitting or curve fitting.
Several times, it becomes necessary to use regression analysis tools in the field of biomedical signal processing to evaluate the sufficiency of parameterisation techniques to predict and to quantify the health state of the analysed subject on selected rating scales to assess the severity of a disease.
This is one of the key factors driving the regression analysis tool market. Regression analysis tools provide detailed insights that can also be used to improve products and services. This is another factor fuelling the growth of the regression analysis tool market.
The results obtained from a regression analysis tool are accurate and more reliable for decision making, thus the high accuracy of the result is also one of the major factors driving the regression analysis tool market. Moreover, regression analysis tools eliminate the need for time-consuming and the tedious processes, as one does not have to perform the same tests again and again. This is also one of the factors boosting the regression analysis tool market.
However, one of the challenges faced while using regression analysis tools is that as the products gets updated, it becomes quite complex, to perform the tests because even a small modification can bring unexpected issues in the existing functionality and the list of tests grow to a large amount in the regression pack. This complexity is one of the major factors restraining the growth of the regression analysis market.
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In June 2017, CAMO Software AS announced a global partnership with Metrohm AG, a provider of precision instruments. Metrohm’s software Vision Air 2.0 supports prediction models created in CAMO’s Unscrambler X software and offers convenient import & export functionality to enable sample analysis and measurement execution in Metrohm’s Vision Air software.
Some of the key vendors in regression analysis tool market are MathWorks, Inc.; International Business Machines Corp.; SAS Institute Inc.; StataCorp LLC; Minitab Inc.; QlikTech International AB; GraphPad Software Inc.; Lumina Decision Systems and TIBCO Software Inc.
Geographically, the regression analysis tool market can be segmented into North America, Western Europe, Latin America, Eastern Europe, Asia Pacific excluding Japan (APEJ), Middle East and Africa (MEA) and Japan.
North America is expected hold the largest share of theregression analysis toolmarket during the forecast period because of the local presence of regression analysissoftware and service providers.
In addition, technological advancements in the field of analytics and cloud in the European region have led to the high adoption of regression analysis toolsin this region, which is expected to significantly boost the regression analysis toolmarket in the region.
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The report is a compilation of first-hand information, qualitative and quantitative assessment by industry analysts, inputs from industry experts and industry participants across the value chain. The report provides in-depth analysis of parent market trends, macro-economic indicators and governing factors along with market attractiveness as per segments. The report also maps the qualitative impact of various market factors on market segments and geographies.
The global regression analysis toolmarket can be segmented on the basis of components, type, deployment, organisation size, industry and region.
Regression analysis tool market, by components
Regression analysis tool market, by deployment
Regression analysis tool market, by type
Regression analysis tool market, by organisation size
Regression analysis tool market, by industry