Suggestions and Criteria for More Effective Regression Sampling

1974 ◽  
Vol 4 (3) ◽  
pp. 341-348 ◽  
Author(s):  
J. P. Demaerschalk ◽  
A. Kozak
Keyword(s):  
Linear Regression ◽  
Frequency Distribution ◽  
Relative Frequency ◽  
Sampling Design ◽  
Simple Linear Regression ◽  
Relative Frequency Distribution ◽  
Independent Variable

Techniques are developed for more effective sampling for simple linear regression, making use of the relative frequency distribution of the observations over the range of the independent variable. A basis for testing the efficiency of a given sampling design is also provided.

scholarly journals Fragmented Rockfall Volume Distribution from Photogrammetry-Based Structural Mapping and Discrete Fracture Networks

2020 ◽  
Vol 10 (19) ◽  
pp. 6977
Author(s):  
Renato Macciotta ◽  
Chris Gräpel ◽  
Roger Skirrow
Keyword(s):  
Frequency Distribution ◽  
Relative Frequency ◽  
Fracture Network ◽  
Discrete Fracture Network ◽  
Volume Distribution ◽  
Structural Mapping ◽  
Discrete Fracture ◽  
Relative Frequency Distribution ◽  
Rockfall Protection Structures ◽  
Rockfall Protection

The design of rockfall protection structures requires information about the falling block volumes. Computational tools for rockfall trajectory simulation are now capable of modeling block fragmentation, requiring the fragmented volume-relative frequency distribution of rockfalls as input. This can be challenging at locations with scarce or nonexistent rockfall records and where block surveys are not feasible. The work in this paper shows that simple discrete fracture network realizations from structural mapping based on photogrammetric techniques can be used to reliably estimate rock fall block volumes. These estimates can be used for dimensioning rockfall protection structures in cases where data is scarce or not available. The methodology is tested at two sites in the Canadian Cordillera where limestone outcrops have been the source of recurrent rockfalls. The results suggest that fragmentation will largely tend to occur through weak planes and expansion of non-persistent discontinuities, while other block breakage mechanisms exert less influence in the fragmented volume-relative frequency distribution of rockfalls. Therefore, block volume distribution can be estimated using a simple discrete fracture network (DFN) with fully persistent discontinuities. Limitations of the methods are also discussed, as well as potential future research to address such limitations.

Assessing Curriculum Efficiency Through Monte Carlo Simulation

2018 ◽  
Vol 22 (4) ◽  
pp. 597-610
Author(s):  
David Torres ◽  
Jorge Crichigno ◽  
Carmella Sanchez
Keyword(s):  
Monte Carlo Simulation ◽  
Monte Carlo ◽  
Frequency Distribution ◽  
Relative Frequency ◽  
Monte Carlo Algorithm ◽  
Pass Rate ◽  
Random Numbers ◽  
Pass Rates ◽  
Low Pass ◽  
Relative Frequency Distribution

A Monte Carlo algorithm is designed to predict the average time to graduate by enrolling virtual students in a degree plan. The algorithm can be used to improve graduation rates by identifying bottlenecks in a degree plan (e.g., low pass rate courses and prerequisites). Random numbers are used to determine whether students pass or fail classes by comparing them to institutional pass rates. Courses cannot be taken unless prerequisites and corequisites are satisfied. The output of the algorithm generates a relative frequency distribution which plots the number of students who graduate by semester. Pass rates of courses can be changed to determine the courses that have the greatest impact on the time to graduate. Prerequisites can also be removed to determine whether certain prerequisites significantly affect the time to graduate.

Comments on Bartolino et al. (2011): limits of cumulative relative frequency distribution curves for hotspot identification

2011 ◽  
Vol 53 (4) ◽  
pp. 597-601 ◽  
Author(s):  
Luis Cayuela ◽  
Lucía Gálvez-Bravo ◽  
Luis María Carrascal ◽  
Fábio S. de Albuquerque
Keyword(s):  
Frequency Distribution ◽  
Relative Frequency ◽  
Relative Frequency Distribution

scholarly journals PENGARUH KUALITAS SUMBER DAYA MANUSIA TERHADAP PERKEMBANGAN USAHA PADA KPRI PERTAGUMA KOTA MADIUN

2016 ◽  
Vol 4 (1) ◽  
pp. 57
Author(s):  
Inggar Ariani Karendra
Keyword(s):  
Linear Regression ◽  
Human Resources ◽  
Sampling Technique ◽  
Free Variable ◽  
Business Development ◽  
Simple Linear Regression ◽  
Purposive Sampling ◽  
Independent Variable ◽  
Variable Quality

<p>This study aims (1) to determine the quality of human resources at KPRI “Pertaguma” Madiun City, (2) To determine the development of business in KPRI “Pertaguma”, and (3) To determine the effect of the quality of human resources to the business development on KPRI “Pertaguma” Madiun City. The independent variable in this study is the quality of human resources while the dependent variable is business development. Sampling technique using a purposive sampling. The researcher uses purposive sampling technique as sampling technique. Results showed that there is difference between the effect of the quality of human resources to the business development on KPRI Pertaguma Madiun. Free variable at this research is the quality of human resource while variable tied is business development. It can be seen from the calculation of simple linear regression of Y = 61.738 + 0.210 X. Where the variable quality of human resources totaled</p>0.210 shows the influence of the quality of human resources to the business development are positively correlated, meaning that any increase in the quality of human resources 1% resulted in higher business development at 0.210 units. Based on the results of the analysis can be said to be a significant relationship between quality of human resources and the business development, meaning that there is difference business development of the quality of human resources to the business development on KPRI Pertaguma Madiun.

scholarly journals PENGARUH KREATIVITAS GURU TERHADAP MOTIVASI BELAJAR SISWA KELAS VII PADA MATA PELAJARAN PAI & BP DI SMP PLUS DAARUL JANNAH KABUPATEN TANGERANG

2021 ◽  
Vol 17 (2) ◽  
Author(s):  
Al Irsyadiyah
Keyword(s):  
Linear Regression ◽  
Student Learning ◽  
Frequency Distribution ◽  
Field Research ◽  
Learning Motivation ◽  
Quantitative Approach ◽  
Coefficient Of Determination ◽  
Teacher Creativity ◽  
Independent Variable

The purpose of the study was to determine the effect of teacher creativity on the learning motivation of class VII students at SMP Plus Daarul Jannah, Tangerang Regency. This type of research is field research using a quantitative approach with 30 respondents. The results of this study concluded that the value of the frequency distribution of teacher creativity (variable X) 80% of 24 students from 30 respondents, the value of the frequency distribution of learning motivation (variable Y) 73.33% and the magnitude of the influence of teacher creativity on learning motivation obtained linear regression values Sig < 0.05, namely 0.002 < 0.05, then Ho is rejected, meaning that the independent variable (X) of teacher creativity significantly affects the variable (Y) namely student learning motivation. Based on the value of R square is also called the coefficient of determination which in this case means that the variable of learning motivation is influenced by the creativity of the teacher by 28.3%. The remaining 71.7% is influenced by other factors that have not been studied in this study.

scholarly journals Relative Frequency Distribution of D125 C Values for Spore Isolates from the Mariner-Mars 1969 Spacecraft

1971 ◽  
Vol 21 (5) ◽  
pp. 832-836
Author(s):  
W. W. Bond ◽  
M. S. Favero ◽  
N. J. Petersen ◽  
J. H. Marshall
Keyword(s):  
Frequency Distribution ◽  
Relative Frequency ◽  
Relative Frequency Distribution

scholarly journals THE INFLUENCE OF MANAGEMENT ACCOUNTABILITY OF VILLAGE FUND ALLOCATION ON COMMUNITY WELFARE IN CIBODAS VILLAGE

2021 ◽  
Vol 3 (1) ◽  
pp. 35-44
Author(s):  
Lilis Saidah Napisah ◽  
Vania Rakhmadhani
Keyword(s):  
Regression Analysis ◽  
Linear Regression ◽  
Quantitative Method ◽  
Sampling Method ◽  
Linear Regression Analysis ◽  
Simple Linear Regression ◽  
Simple Linear Regression Analysis ◽  
Fund Allocation ◽  
Village Community ◽  
Independent Variable

This study aims to determine how much influence the management accountability of village fund allocation affects community welfare in Cibodas village, Solokan Jeruk district, Bandung regency. The independent variable in this study is the management accountability of village fund allocation, while the dependent variable is community welfare. The method used in this research is the descriptive quantitative method. The population in this study was the Cibodas village community. The method used in determining the sample was the purposive sampling method. The data in this study were collected through a questionnaire analyzed using simple linear regression analysis. This study shows that the management accountability of village fund allocation influences the community welfare in Cibodas village, Solokan Jeruk district, Bandung regency.

scholarly journals PENGARUH PENERAPAN E-LEARNING TERHADAP PRESTASI BELAJAR MAHASISWA (STUDI KASUS PADA MAHASISWA JURUSAN AKUNTANSI FAKULTAS EKONOMI DAN BISNIS UNIVERSITAS SYIAH KUALA)

2020 ◽  
Vol 4 (4) ◽  
pp. 613-617
Author(s):  
Reni Suendari ◽  
Suparno Suparno
Keyword(s):  
Linear Regression ◽  
Sampling Technique ◽  
Primary Data ◽  
Research Approach ◽  
Learning Tools ◽  
Simple Linear Regression ◽  
E Learning ◽  
Independent Variable ◽  
Positive Effect

The aim of this study is to examine the effect of using e-learning tools on students achievement in learning who are majoring in accounting at Faculty of Economics and Business, Syiah Kuala University. This research uses quantitave research approach with the type of case study. The data used in this study is primary data by distributing questionnaires directly to all respondents. The population in this study is all students who are majoring in accounting at Faculty of Economics and Business, Syiah Kuala University. The sampling technique used in this study is Judment sampling. The number of questionnaires that have been analyzed are 33 questionnaires. Testing the effect of independent variable on the dependent variable was done by using simple linear regression model with SPSS. The result of this study indicates that the use of e-learning has a positive effect on students achievement in learning who are majoring in accounting at the Faculty of Economics and Business, Syiah Kuala University.

scholarly journals Pengaruh Etos Kerja Islam Terhadap Kepuasan Kerja Karyawan Pada Waroeng Steak and Shake Surabaya

2015 ◽  
Vol 1 (3) ◽  
pp. 161
Author(s):  
Harjanto Saputro ◽  
Ari Prasetyo
Keyword(s):  
Linear Regression ◽  
Data Collection ◽  
Employee Satisfaction ◽  
Work Satisfaction ◽  
Primary Data ◽  
Linear Regression Equation ◽  
Simple Linear Regression ◽  
Work Ethics ◽  
Result Show ◽  
Independent Variable

This research was aimed to investigate the effect of Islamic work ethics to the employee Satisfaction on Waroeng Steak & Shake in Surabaya. This study used questionnaires in primary data collection and quantitative approaches. Experiments were done using simple linear regression, where the dependent variable (Y) is the employee work satisfaction and the independent variable (X) is Islamic work ethics. The research sample were taken by census. The research sample was 33 employees working in Waroeng Steak & Shake Surabaya.Based on the findings, it obtained simple linear regression equation : Y = 0,929 + 0,684X. The magnitude of the influence of Islamic work ethics to the employees work satisfaction on Waroeng Steak & Shake in Surabaya is the R2 value of 0,423 (42,3%). The result show that employee work satisfaction on Waroeng Steak & Shake in Surabaya significantly affect by Islamic work ethics.

Sign in / Sign up

Export Citation Format

Share Document