| Dezvoltator: | ivan gabrovski (37) | ||
| Preț: | * Gratuit | ||
| Clasificări: | 0 | ||
| Recenzii: | 0 Scrie o recenzie | ||
| Comentarii: | 0 Postează comentariu | ||
| Liste: | 0 + 0 | ||
| Punctele: | 0 + 0 ¡ | ||
| Google Play | |||
Descriere
Main components of multiple linear regression:
- Dependent variable (Y): This is the variable we want to predict. It is often also called the "target variable" or "response."
- Independent variables (X1, X2, ..., Xn): These are the variables we use to predict the dependent variable. They are often also called "predictors" or "explanatory variables."
- Regression model: The equation of multiple linear regression has the following form:
Y = beta_0 + beta_01* X1 + beta_2*X2 + ... + beta_n* Xn
where:
Y is the dependent variable. X1, X2, ..., Xn are the independent variables.
beta_0 is the constant (intercept). beta_1,beta_2, ..., beta_n are the regression coefficients that indicate the influence of the corresponding independent variables on the dependent variable.
Applications: - Economics (income prediction);- Healthcare (risk factor analysis); -Engineering; - Social sciences; -Business forecasting.
Example:Predicting house price based on: -Size of house; -Number of bedrooms; - Age of the house
In the app each object Object_k( object_1, object_2 ... object_m)are describe by independent variables( Xki – features, i = 1...n ) and one dependent variable( Yk -target). A method such as ordinary least squares (OLS) is used to calculate the optimal values of the coefficients (beta_0, beta_1, beta_2, ..., beta_n). The target value is calculate by:
Y = beta_0 + beta_01* P1 + beta_2 *P2 + ... + beta_n* Pn
where: P1, P2...Pn are predictors of target.
The application save data for multiple regression models in database (DB) type SQLite named AppMultipleLinearRegression.db. The regression models are distinguish by name.
The startup screen of the application (App Multiple Linear Regression Solver) displays a list of samples of regression models( in spinner list) and buttons for enabling the functions to create (New sample), load (Load), save(Save), save as(Save as), calculate (Calculate), and delete (Delete) samples of regression models. From the main screen, via the menu elements, you can also access functions such as language selection, saving and copying the database, initializing the database with sample data, and auxiliary functions such as help for the application, settings, and a link to the website with a description of all applications by the authors.
The functions for creating (New sample) include the dialog for input the size of matrix where entering a data of new sample – number of rows( the number include row for predicted data P1, P2...Pn– last row) and number of columns( the number include column for dependent data Y1, Y2,...Yk– last column). Then are generate table for entering relevant data. The populated table must named before saved. The function Load clear the table.
The old saved table may be showing by selected from spinner list. The showing table may be calculated and solution are appears in dialog App results. The function Print may be executed from this dialog in file AppMultipleLinearRegressionSolver.txt. The Print include activity Save Db/Save file by it are selected folder where to save the file. After selecting folder appears button for save. From the same activity may shown content of the selected file, to rename file or folder, to create new folder and also to delete selected file.
Multiple linear regression is a powerful data analysis tool, but it must be used with caution and an understanding of its limitations.
Disadvantages: Sensitive to multicollinearity (strong correlation between independent variables). Does not always capture nonlinear relationships. Requires careful validation and checking of assumptions.
Ad
Capturi de ecran
Ce este nou
- Versiune: 7.0
- Actualizată:
Istoricul prețurilor
-
* Conține anunțuri - Azi: Gratuit
- Minim: Gratuit
- Maxim: Gratuit
Urmăriți prețurile
Dezvoltator
- ivan gabrovski
- Platforme: Android Aplicații (32) Android Jocuri (5)
- Liste: 0 + 0
- Punctele: 4 + 0 ¡
- Clasificări: 0
- Recenzii: 0
- Comentarii: 0
- Reduceri: 0
- Videoclipuri: 0
- RSS: Abonează-te
Ad
Punctele (0)
0 ☹️
Clasificări (0)
0 ☹️
Liste (0)
0 ☹️
- App Multiple Linear Regression
Recenzii (0)
Fii primul care a revizuit 🌟
Informații suplimentare
- Versiune: 7.0
- Categorie:
Android Aplicații›Afacere - SO:
Android 7.0 - Mărimea:
24 Mb - Evaluarea conținutului:
Everyone - Google Play Evaluare:
0 - Actualizată:
- Data lansării:
Agendă
https://sites.google.com/view/gabrovskyappsComentarii (0)
Fii primul care comentează 🌟
«App Multiple Linear Regression». Platforma: Android. Categorie: Afacere. Dezvoltator: «ivan gabrovski». Prima lansare: . Ultima actualizare: . Prețul actual: gratuit. Acest titlu nu a primit încă evaluări sau recenzii pe AppAgg. AppAgg urmărește istoricul prețurilor, evaluările și feedbackul utilizatorilor pentru «App Multiple Linear Regression». Urmăriți reducerile și actualizările viitoare prin RSS. AppAgg nu găzduiește aplicații și nu distribuie software. Toate mărcile comerciale, siglele și capturile de ecran aparțin proprietarilor respectivi.
App Multiple Linear Regression Adresă URL scurtă: Copiate!- 🌟 Trimite
- Google Play
S-ar putea sa-ti placa si
-
- Linear Access Control App
- Android Aplicații: Afacere De: Nice North America LLC
- Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 10 (3.1) Comentarii: 0 Versiune: 1.0.12 The Linear Access Control App is designed to operate on an Android Phone, and in conjunction with electronic access control systems making use of Linear mobile-ready readers, allows ... ⥯
-
- Multiple Temporary Mails Inbox
- Android Aplicații: Afacere De: Muhammad Sami
- * Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 0 Comentarii: 0 Versiune: 1.0.0 Introducing " Free Multiple Temp Mails " - Your Ultimate Solution for Disposable Email Addresses! Say goodbye to the hassle of sharing your personal email with apps and websites. With ... ⥯
-
- Linear Logistics (Courier)
- Android Aplicații: Afacere De: Parcelink Logistics Ltd
- Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 0 Comentarii: 0 Versiune: 2.0.0.12 Linear Logistics couriers should use this app to scan parcel barcodes, choose the relevant delivery option and provide proof of delivery (photo, customer signature and notes) for ... ⥯
-
- NB Linear Mobile™
- Android Aplicații: Afacere De: NB Corporation of America
- Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 0 Comentarii: 0 Versiune: 2.4 NB Linear Mobile™ provides a wide range of resources to optimize selecting NB linear motion bearing products. Features: --> View and Download Datasheets, Catalogs and Engineering ... ⥯
-
- SmartCheck Multiple
- Android Aplicații: Afacere De: RENTAS
- Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 0 Comentarii: 0 Versiune: 6.0.0 SmartCheck is an employee attendance application that uses face recognition technology to record employee check-in and check-out accurately and efficiently. This application helps ... ⥯
-
- Swytch - Multiple numbers
- Android Aplicații: Afacere De: Swytch Mobile
- Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 3,177 (2.9) Comentarii: 0 Versiune: 3.6.7 PLEASE VISIT OUR WEBSITE TO REGISTER - THE APP CAN ONLY BE USED BY REGISTERED USERS Swytch allows businesses to provide their employees with work mobile numbers, rather than work ... ⥯
-
- Leadsframe Immigration
- Android Aplicații: Afacere De: Multiple Innovative Media
- Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 0 Comentarii: 0 Versiune: 1.3.0 Capture and manage leads in an easy but efficient manager. Easy & efficient leads management Quickly import leads from sources like Facebook, Justdial etc in few seconds Tool to ... ⥯
-
- MS Trust Conference
- Android Aplicații: Afacere De: Multiple Sclerosis Trust
- Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 0 Comentarii: 0 Versiune: 4.0.4 (1.132.0) The MS Trust Conference app provides you with all the essential information needed for your upcoming event. Keep up-to-date with the latest event info and start connecting with others ... ⥯
-
- CMSC Meetings
- Android Aplicații: Afacere De: Consortium of Multiple Sclerosis Centers
- Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 0 Comentarii: 0 Versiune: 2.1.0 (1.129.0) CMSC is the official mobile app for the Annual Meeting of the Consortium of Multiple Sclerosis Centers, providing attendees with easy access to essential event information, including ... ⥯
-
- Our Taxi Driver
- Android Aplicații: Afacere De: Our Multiple Corp.
- Gratuit
- Liste: 0 + 0 Clasificări: 0 Recenzii: 0
- Punctele: 0 + 0 Comentarii: 0 Versiune: 1.4 Our Taxi professional drivers are selected after the thorough scrutiny about the personal background, professional and respectful behaviour towards Our Taxi consumers and the business. ⥯
-
- Adobe Scan AI PDF Scanner, OCR
- Android Aplicații: Afacere De: Adobe
- * Gratuit
- Liste: 1 + 3 Clasificări: 0 Recenzii: 0
- Punctele: 2 + 2,992,009 (4.7) Comentarii: 0 Versiune: New Get straight scans every time. The new Straighten tool fixes pages that come out curved or tilted while you scan. It lines everything up automatically so when you make PDFs, they look ... ⥯
-
- Microsoft Authenticator
- Android Aplicații: Afacere De: Microsoft Corporation
- Gratuit
- Liste: 4 + 3 Clasificări: 0 Recenzii: 0
- Punctele: 2 + 2,555,739 (4.7) Comentarii: 0 Versiune: 6.2602.0889 Use Microsoft Authenticator for easy, secure sign-ins for all your online accounts using multi-factor authentication, passwordless, or password. You also have additional account ... ⥯
-
- Vault - Hide Pics, App Lock
- Android Aplicații: Afacere De: Wafer Co.
- * * Gratuit
- Liste: 1 + 2 Clasificări: 5 (1) Recenzii: 0
- Punctele: 5 + 1,295,017 (4.3) Comentarii: 0 Versiune: 6.9.13.09.22 Vault is a mobile app designed to hide private photos, videos on your phone. Currently there are more than 100 million users worldwide using Vault to protect their mobile privacy while ⥯
-
- File Commander Manager & Vault
- Android Aplicații: Afacere De: MobiSystems
- * * Gratuit
- Liste: 0 + 2 Clasificări: 5 (1) Recenzii: 0
- Punctele: 3 + 922,158 (4.2) Comentarii: 0 Versiune: New Are your photos, videos, music, and documents important to you? Of course, they are! That s why we have developed and supported File Commander for almost 20 years! Our powerful file ... ⥯