Funding Opportunities for Non-Motorized Transportation in South Carolina
The US Department of Transportation's Federal Highway Administration provides funding to South Carolina through the Transportation Alternatives Program (TAP) to support non-motorized transportation initiatives. Local governments, schools, and other entities can partner with the South Carolina Depart
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Cost Accounting Standards for Determining Transportation Costs
Understanding the importance of transportation costs in procurement and distribution, this guide outlines the standards for determining average costs, separation of transportation costs in accounting records, objectives for maintaining cost uniformity, components of transportation costs, and treatme
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Understanding Logistic Regression Model Selection in Statistics
Statistics, as Florence Nightingale famously said, is the most important science in the world. In this chapter on logistic regression, we delve into model selection, interpretation of parameters, and methods such as forward selection, backward elimination, and stepwise selection. Guidelines for sele
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Understanding Machine Learning Concepts: Linear Classification and Logistic Regression
Explore the fundamentals of machine learning through concepts such as Deterministic Learning, Linear Classification, and Logistic Regression. Gain insights on linear hyperplanes, margin computation, and the uniqueness of functions found in logistic regression. Enhance your understanding of these key
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Understanding Transportation Programs and Trends
Transportation training session led by Megan Johnson, featuring topics such as Transportation Crash Course, Training Opportunities, and Transportation Trends & Updates. Includes discussions on different types of transportation services and their importance for communities.
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Richland County Transportation Improvement Summary
Richland County's transportation improvement work includes sessions on project principles, funding options, project costs, and guidelines for utilizing the transportation penny. The focus is on addressing transportation needs, project prioritization, funding challenges, and division of funds for var
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Binary Logistic Regression with SPSS – A Comprehensive Guide by Karl L. Wuensch
Explore the world of Binary Logistic Regression with SPSS through an instructional document provided by Karl L. Wuensch of East Carolina University. Understand when to use this regression model, its applications in research involving dichotomous variables, and the iterative maximum likelihood proced
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Decarbonising Multimodal Logistic Chains: Best Practices Panel in Hamburg
Explore key discussions from the 13rdERA Multimodal conference Panel III in Hamburg focusing on decarbonising multimodal logistic chains. The panelists, including Nicolas Albrecht from Cargobeamer, Andr Düring from Alstom, and Matthias Knöpling from VTG, shared insights on shifting towards sustain
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Understanding Multivariate Binary Logistic Regression Models: A Practical Example
Exploring the application of multivariate binary logistic regression through an example on factors associated with receiving assistance during childbirth in Ghana. The analysis includes variables such as wealth quintile, number of children, residence, and education level. Results from the regression
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JSM Logistic Services - Redefining the Logistics Market with Passion and Innovation
JSM Logistic Services (JLS) is a dynamic logistics company dedicated to providing top-quality services worldwide. With a focus on service excellence and innovation, JLS offers a wide range of logistics solutions including Air & Ocean Forwarding, Multi-Modal Transport, Customs House Brokerage, Wareho
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Humanitarian Transformation of Logistic Firms in Emergency Situations
This research explores how logistic firms evolve into humanitarian entities in response to grand challenges like natural disasters and refugee crises. Case studies and data collection methodologies are utilized to understand the transformation process, as seen in examples such as SOS Mediterrane and
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Siddhi Logistics - Unified Cold Chain & Logistic Solutions Provider
Siddhi Logistics is a unified cold chain and logistics solution provider founded by industry experts, offering quality-focused services like refrigerated transportation and value-added logistics solutions. They specialize in single-source supply chain solutions, providing refrigerated vehicles with
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What to Expect of Classifiers: Reasoning about Logistic Regression with Missing Features
This research discusses common approaches in dealing with missing features in classifiers like logistic regression. It compares generative and discriminative models, exploring the idea of training separate models for feature distribution and classification. Expected Prediction is proposed as a princ
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Overview of gologit2: Generalized Logistic Regression Models for Ordinal Dependent Variables
gologit2 is an advanced program for estimating generalized logistic regression models, including proportional odds, generalized ordered logit, and partial proportional odds models. It offers features beyond traditional ologit, allowing for less restrictive and more parsimonious modeling of ordinal d
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Introduction to Binary Logistic Regression: A Comprehensive Guide
Binary logistic regression is a valuable tool for studying relationships between categorical variables, such as disease presence, voting intentions, and Likert-scale responses. Unlike linear regression, binary logistic regression ensures predicted values lie between 0 and 1, making it suitable for m
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Introduction to Multinomial Logistic Regression by Dr. Heini V. at University of Southampton
This content introduces Multinomial Logistic Regression, discussing categorical response variables, the basics of the model, interpretation of parameters, and an example study on economic activity and gender. It covers the extension of binary logistic regression to multiple categories, interpretatio
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Understanding Binary Logistic Regression and Its Importance in Research
Binary logistic regression is an essential statistical technique used in research when the dependent variable is dichotomous, such as yes/no outcomes. It overcomes limitations of linear regression, especially when dealing with non-normally distributed variables. Logistic regression is crucial for an
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Maine DHHS Transportation Programs Overview
The Maine Department of Health and Human Services (DHHS) oversees various transportation programs aimed at providing non-emergency transportation services to low-income, child welfare-eligible, and Section 17-eligible individuals. These programs are managed through regional brokerage systems, with b
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Predictive Model for Protection Risks Using Logistic Regression
Utilizing logistic regression, a statistical modeling technique, to predict protection risks on freedom of movement in Afghanistan. The analysis involves exploratory data examination, correlation matrices, and predictor variable assessment to identify factors influencing the outcome variable. Insigh
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Understanding Logistic Regression in Multi-level Hierarchies
Explore the intricacies of logistic regression in cross-level hierarchies through helpful project advice, model graphs, and leftover considerations. Learn about transforming binary responses, interpreting log-odds, and conducting multilevel logistic regression with random intercepts. Dive into real-
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Comprehensive Guide to Multiple Multinomial Logistic Regression with Dr. Heini V.
Learn about multinomial logistic regression models with multiple explanatory variables, including model selection, likelihood ratio tests, and Wald tests. Explore an example on the association between economic activity, gender, age, and marital status. Understand the distribution of variables like e
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Importing TIMS Transportation Data into PowerSchool
Explore the process of extracting, formatting, purging, and importing TIMS transportation data into PowerSchool for efficient management of student transportation information. This includes creating TIMS extracts, updating bus stop information, and optimizing transportation planning through geocodin
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Overview of FAST Act for Transportation Planning
The FAST Act, passed in 2015, authorizes federal programs for transportation development with a focus on surface transportation. It extends funding through 2020, totaling $304.7 billion. The Act aims to enhance resiliency, reliability, and stormwater mitigation in transportation systems. Planning fa
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Tribal Transportation Program & Bipartisan Infrastructure Law Overview
The Tribal Transportation Program (TTP) and Bipartisan Infrastructure Law (BIL) provide funding for essential transportation projects in Tribal communities. The TTP Bridge Fund, Safety Fund, and High Priority Projects aim to improve infrastructure and safety. The BIL funding for FY22-FY26 totals $3.
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Understanding Multiclass Logistic Regression in Data Science
Multiclass logistic regression extends standard logistic regression to predict outcomes with more than two categories. It includes ordinal logistic regression for hierarchical categories and multinomial logistic regression for non-ordered categories. By fitting separate models for each category, suc
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Introduction to Advanced Topics in Data Analysis and Machine Learning
This content delves into advanced topics in data analysis and machine learning, covering supervised and unsupervised learning, classification, logistic regression, modeling class probabilities, and prediction using logistic functions. It discusses foundational concepts, training data, classification
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DHHS Coordination of Transportation Service Contracts Overview
The Department of Health and Human Services in Maine conducted an assessment of Transportation Services in June 2019. The workgroup identified three main priorities: alignment of Quality and Performance Measures, Safety Measures, and Evaluation of Transportation Services. The first priority involves
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Understanding Transportation and Assignment Problem
Transportation and assignment problems involve optimizing the shipment of goods from various sources to multiple destinations while minimizing total transportation costs. These problems deal with limited supply, known demand, constant shipping costs, and integer quantities. The transportation algori
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Understanding Logistic Growth in Population Dynamics
Explore the logistic growth equation and its applications in modeling population dynamics. Dive into the concept of sigmoidal growth curves and the logistic model, which reflects population growth with limits. Learn how to calculate population change using the logistic growth equation and understand
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Enhancing Transportation Infrastructure Through Federal Funding Programs
The Transportation Alternatives Program (TAP) funded by the USDOT's Federal Highway Administration supports transportation projects in South Carolina based on population categories. TAP funds are allocated to Transportation Management Areas (TMAs), Small Urban Areas, and Non-Urban Areas, prioritizin
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Addressing Transportation Gaps in Sudbury: A Livable Community Approach
The Sudbury Transportation Committee, established by the Select Board, aims to enhance transportation in Sudbury to create a livable community. Focusing on inclusivity, equity, and addressing transportation gaps impacting various aspects of livability, the initiative seeks to improve social particip
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Understanding Regional Coordination for Accessible Transportation
This presentation delves into the concept of regional coordination in accessible transportation, focusing on the Regional Transportation Advisory Panel, 5-year regional transportation goals, and the significance of the Safe, Accountable, Flexible, Efficient Transportation Equity Act. It emphasizes t
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Enhancing Livability in Sudbury Through Transportation Initiatives
The GoSudbury! Transportation Update to the Select Board on October 19, 2021 highlights the importance of addressing transportation as a key component of livable communities. The initiative aims to create a safe, secure, and inclusive environment by improving transportation options for residents of
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Regional Special Education Transportation (RSET) Program Overview
RSET, which stands for Regional Special Education Transportation, is an initiative developed by ACES to help districts save money while safely transporting students to out-of-district placement sites. The program benefits districts by reducing transportation costs, addressing parent concerns, and ma
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Understanding Pennsylvania's Medical Assistance Transportation Program (MATP)
The Medical Assistance Transportation Program (MATP) in Pennsylvania provides essential transportation services to access medical care. Governed by state plans and codes, MATP aims to offer access to medical, pharmacy services, chronic disease management, and preventative care. Transportation provid
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Determining Email Spam using Statistical Analysis and Machine Learning
The discussion revolves around classifying spam from ham emails by analyzing word frequencies. Various techniques such as Logistic Regression, Linear Discriminant Analysis, and 10-fold Cross-Validation are employed to achieve this goal. Statistical analysis and machine learning models like LDA and L
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Understanding Emissions Management in Logistic Solutions
Dive into the complexities of emissions calculations in logistic solutions, emphasizing the importance of making strategic choices to reduce greenhouse gas emissions. Explore topics such as emission factors, management decisions, improvement planning, and training to align with global emission reduc
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R Short Course Session 5 Overview: Linear and Logistic Regression
In this session, Dr. Daniel Zhao and Dr. Sixia Chen from the Department of Biostatistics and Epidemiology at the College of Public Health, OUHSC, cover topics on linear regression including fitting models, checking results, examining normality, outliers, collinearity, model selection, and comparison
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Transportation Finance and Direct Democracy in California
Proposition 6 on November 6th has garnered attention, but voters in multiple states will decide on over 250 transportation ballot measures totaling over $55 billion. California, with a longer history and greater funding needs, has been at the forefront of transportation investments, including the us
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Spiking Neural Network with Fixed Synaptic Weights for Classification
This study presents a spiking neural network with fixed synaptic weights based on logistic maps for a classification task. The model incorporates a leaky integrate-and-fire neuron model and explores the use of logistic maps in synaptic weight initialization. The work aims to investigate the effectiv
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