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Yearly Archives: 2022

Gene Frequency Estimation

Gene Frequency Estimation : Gene frequency refers to the relative frequency of a specific gene or genetic variant within a population. This is typically expressed as a percentage or fraction, and it represents the proportion of individuals within a population that carry a particular gene or genetic variant. Gene frequency is an important concept in […]

Gauss- Newton Method

Gauss-Newton Method : The Gauss-Newton method is an iterative method used to solve nonlinear least squares problems. The method is named after Carl Friedrich Gauss and Adrien-Marie Legendre, who both independently developed the method in the early 19th century, and Joseph Louis Lagrange, who later generalized the method. To understand the Gauss-Newton method, it’s helpful […]

Gauss- Markov Theorem

Gauss-Markov Theorem : The Gauss-Markov theorem is a fundamental result in statistics that states that the ordinary least squares (OLS) method of estimating regression coefficients is the best linear unbiased estimator (BLUE) among all linear unbiased estimators. This theorem has important implications for the validity and reliability of regression analysis, as it provides a theoretical […]

Gausian Process

Gausian Process : A Gaussian process is a stochastic process that is characterized by a joint distribution of all possible outcomes, where each outcome is a normally distributed random variable. This means that the process is completely specified by its mean function and covariance function, which describe the expected value and variability of the process […]

GAUSS

GAUSS : GAUSS is a statistical software program designed for data analysis and visualization. It is widely used in various fields, including economics, finance, engineering, and social sciences. One example of GAUSS’s capabilities is its ability to quickly and accurately perform complex statistical calculations. For instance, a researcher studying the relationship between education and income […]

Gap Time

Gap Time : Gap time refers to the periods of time between specific events or activities. These gaps may be planned or unplanned, and can be used for a variety of purposes. One example of gap time is the time between classes at a school or university. This gap time may be planned, with students […]

Game Theory

Game Theory : Game theory is a branch of economics that studies strategic decision making. It is based on the idea that individuals and organizations make decisions based on the expected outcomes of their actions. In game theory, a game is a situation in which multiple players interact and make decisions that affect each other’s […]

Gabor Regression

Gabor Regression : Gabor regression is a type of machine learning algorithm that is used for modeling and predicting continuous values. It is based on the concept of Gabor functions, which are mathematical functions used to represent signals in a way that is similar to the way that the human auditory system processes sound. Gabor […]

Fractal

Fractal : A fractal is a mathematical concept that describes a pattern that repeats itself at different scales. It is a self-similar structure that can be found in a wide range of natural phenomena, such as snowflakes, mountains, and coastlines. One example of a fractal is the Mandelbrot set. This is a mathematical object that […]

Fourier Series

Fourier Series : The Fourier series is a mathematical tool used to represent periodic functions as the sum of a series of sines and cosines. This allows for the analysis and manipulation of complex periodic signals, such as those found in sound and electrical signals. One example of the application of the Fourier series is […]