Application Of The Mgcv Package In The Analysis Of Generalised Additive Models In R
The purpose of this project is to shed some light on how the MGCV(Mixed GAM Computational Vehicle) package in R is used in generalized additive modelling. Ageneralized additive model(GAM) is ageneralized linearmodelin wh…
The Use Of R - Car Package To Analyse The Impact Of Advertisements On Products' Inquiries
A large advertising firm in Kenya sought to find out if the advertisements made in the local newspapers led to enquiries about the products advertised. It was thought that the day of the week the advertisements are place…
Time Series Regression Of Microsoft Stock Prices.
Time series regression has been widely used in the stock market analysis and forecasting of existing and future stock prices respectively. This article aims to combine conventional time series analysis technique with inf…
Capital Markets: The Role Of Package Dtt( ) In Financial Signal Processing.
There are many ways of explaining capital markets mathematically. One of these is by treating the prices of stocks as random signals. This academic article seeks to explain the application of Discrete Trigonometric Trans…
Population Changes In Kenya 1962-2009, By Provinces,Using The Google Visualisation (Googlevis Package) With R
Population growth in a country has been a point of interest across the globe since it's an indicator and an implication of so many changes. This research aims at showing the population growth in Kenya between the years 1…
Applications Of Computational Data Methods In Statistical Structure For Differential Network Analysis From Microarray Data.
The situation has been broadly well identified that genes do not perform unaided; rather sets of genes act in acquaintance during a genetic process. Subsequently, the expression levels of genes need each other.Experiment…
Application Of Diagrammer To Creation Of Network Diagram For Construction Management.
This article considered the activities involved in a construction site as a network diagram and by use of DiagrammeR proposed a network analytic technique namely the Critical Path Method (CPM) for all activities involved…
The Application Of Dynamic Probability Distributions And Their Moments In The Stock Exchange Market To Create A Basic Trading Strategy
In this study we explore the use of statistics concepts and statistical software to visualize the behavior of security prices and apply this in making investment decisions. It was assumed that the distribution of securit…
Dygraphs (Interface To Dygraphs Interactive Time Series Charting Library)
Time series data can be represented effectively by use of an interactive chart. Dygraph Package provides a wonderful option to this representation. The charts allows reading of individual values with no strain. In compar…
Dplyr And Hum
Air transport is one of the most commonly used means of transport in the world today. In this study we looked at R packages i.e. dplyr which is a fast, consistent tool for working with data frame like objects, both in me…