##### Chapter 11: Correlation and regression analyses
Biostatistics Using R: A Laboratory Manual was created with the goals of providing biological content to lab sessions by using authentic research data and introducing R programming language....
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##### Biostatistical Tools
This Excel collection of workbooks has tools for: 1. Linear regression through the origin 2. Linear regression not through the origin 3. Polynomial fit 4. A simple chi-square analysis to test...
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##### Caribbean coral reef structure and biodiversity - Comparing boosted regression tree & multiple regression approaches
Creating and comparing boosted regression tree models to multiple regression models.
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##### Linear Regression (Excel) and Cellular Respiration for Biology, Chemistry and Mathematics
Students typically find linear regression analysis of data sets in a biology classroom challenging. These activities could be used in a Biology, Chemistry, Mathematics, or Statistics course. The...
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##### 1988-EY_Rodin-N_Taber-Yeast Growth Modelling in a Laboratory
Modeling simple growth with some missing data and doing linear regression for parameter estimation in closed form solution of differential equation model and data.
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##### 2001-Knisley-Kerley-Using data to motivate the models used in introductory differential equations
In this paper, the data itself is used to motivate mathematical models in introductory mathematics courses. In doing so, various regression and optimization techniques are illustrated.
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##### Advancing population ecology with integral projection models: a practical guide
Integral projection models (IPMs) use information on how an individual's state influences its vital rates – survival, growth and reproduction – to make population projections using regression...
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##### Using Linear Regression Adaptation: Exploring Vector-borne diseases in an online classroom
In this adaptation students in online classrooms will use linear regression at home and in synchronous online time to analyze real data on vector-borne diseases and explore how environmental...
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##### Regression: Tree Rings and Measuring Things
Students develop scatter plots of growth rings by tree diameters and determine the equation of their best fit line.
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##### Using Regression Models to Examine the Effect of Carbon Dioxide on Fluid pH
In this activity students will use statistics and regression models to explore the effects of carbon dioxide on blood pH by measuring pH changes that occur over time as carbon dioxide reacts with...
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##### Module M.4 Simple linear regression analysis
Introduction to Primate Data Exploration and Linear Modeling with R was created with the goal of providing training to undergraduate biology students on data management and statistical analysis...
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##### Using Linear Regression to Explore Environmental Factors Affecting Vector-borne Diseases
In this activity students will use linear regression to analyze real data on vector-borne diseases and explore how environmental factors such as climate change or population density influence the...
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##### AIMS- Analyzing Images to learn Mathematics and Statistics - studying leaf cutter ants to learn linear regression
This is a teaching resource that uses fascinating images and videos of leaf cutter ants foraging in Panama to provide an engaging context for students to learn about mathematics and statistics.
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##### Modeling Changes in Probability of Presence of Myotis lucifugus Due to White Nose Syndrome: An Introduction to Logistic Regression in R
In this lesson, students will learn more about the wildlife disease known as white nose syndrome and how it affects certain bat species more than others. Students will learn about the important...
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##### Investigating the Drivers of Western Monarch Decline Using Partial Least Squares Regression
In this lesson, students will explore the drivers of the western monarch butterfly decline. Students will compare the effects of climate factors and land use factors on the western monarch...
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##### 2007-Helfgott-Seier-Some Mathematical and Statistical Aspects of Enzyme Kinetics
We will analyze some basic ideas behind enzyme kinetics, which allow us to deal with separable and linear differential equations as well as realize the need to use power series.
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##### Climate Change Module (Project EDDIE) for Introductory Statistics
Students practice and deepen their understanding of bivariate numerical data analysis (correlation, linear regression, etc.) through working with data related to climate change. Adapted from a...

Keywords: statistics

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##### Exploring global reef health and human population using correlation and simple linear regression
In this lesson, students will explore the relationship between reef cover and human disturbance. Students will manipulate a large dataset and perform normality tests, data transformations,...
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##### Data from: Advancing population ecology with integral projection models: a practical guide
Review important resources for building IPMs and provide a comprehensive guide, with extensive R code, for their construction.
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##### 1984-W_Brunner-D__Focht-Deterministic Three-Half-Order Kinetic Model for Microbial Degradation
The kinetics of mineralization of carbonaceous substrates has been explained by a deterministic model which is applicable to either growth or nongrowth conditions in soil.
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