A Comparative Analysis of Statistical Methods to Estimate the ...

The reproduction number, R, is a key epidemiological parameter that quantifies the average number of new infections caused by a single infected individual. When ...

Comparative Analysis of Statistical Methods to Estimate the ...

We assess the performance of 7 commonly used statistical methods to estimate R 0 as they would be applied in a real-time outbreak analysis scenario.

A comparative analysis of statistical methods to estimate ... - medRxiv

In line with a real-time outbreak analysis we use simulated epidemic data to assess the performance of 6 commonly-used statistical methods to ...

A comparative analysis of machine learning and statistical methods ...

This study presents a systematic comparison between ML and statistical methods in the assessment of building performance.

(PDF) A comparative study of statistical methods used in analyzing ...

This paper reviews statistical methods for analyzing output data from computer simulations. First, it focuses on the estimation of steady-state ...

Comparative Analysis of Statistical Methods for Estimating Hurst ...

The evaluation of the statistical methods studied was performed with respect to the precision parameter in determining the Hurst exponents of ...

A comparison of statistical methods for meta-analysis - PubMed

Meta-analysis may be used to estimate an overall effect across a number of similar studies. A number of statistical techniques are currently used to combine ...

What is Comparative Analysis and How to Conduct It? | Appinio Blog

Statistical Tools: Quantitative comparative analysis relies on statistical methods like regression analysis, correlation, and hypothesis testing ...

Statistical analysis in method comparison studies part one

Method comparison is commonly performed by laboratory specialists to assess the comparability of two methods. The quality of method comparison study determines ...

A comparative study of statistical methods used to identify ...

Pearson's correlation is the most common method used to measure dependence between gene expression signals, but it works well only when data are ...

7 Types of Statistical Analysis Techniques (And Process Steps)

To measure association, researchers use a wide range of coefficients of variation, including correlation and regression analysis. Other types of ...

Statistical tools and approaches to validate analytical methods

The statistical tools allow us to address all these points. The experimental protocol applied in this work is based on a common methodology, inspired by ...

Comparative Analysis | Definition & Examples - Lesson - Study.com

How do you write a comparative analysis? ... To write a comparative analysis you must first identify your problem and your variables. You have to understand what ...

The Analysis of Method Comparison Studies - jstor

The favourite approach is to calculate the product-moment correlation coefficient, r, between the two methods of measurement. Is this a valid measure of ...

Statistical Methods for Comparative Studies

Although we emphasize estimation as opposed to hypothesis testing, we do indicate the appropriate tests and provide references. Chapter 11, on survival analysis ...

Statistical Methods for Comparative Studies: Techniques for ... - Wiley

Methods include multivariate matching, standardization and stratification, analysis of covariance, logit analysis, and log linear analysis. Quantitatively ...

Comparison of six statistical methods for interrupted time series ...

Multiple statistical methods are available to analyse data from ITS studies, but no empirical investigation has examined how the different ...

The Beginner's Guide to Statistical Analysis | 5 Steps & Examples

When planning a research design, you should operationalize your variables and decide exactly how you will measure them. For statistical analysis, it's important ...

The Comparison of Methods Experiment - Westgard

Comparative method · Number of patient specimens · Single vs duplicate measurements · Time period · Specimen stability · Data analysis · Graph the data · Calculate ...

Statistical methods for characterizing similarities and differences ...

The methods include comparing mean correlations within and between groups, principal components analysis of interspeaker correlations, and analysis of variance ...