Questions tagged [diversity]

measures of diversity (or uniformity or inequality) such as: biodiversity in ecology, income inequality in economic. Examples are entropy and simpson's indices.

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98 views

How should I deal with spatial autocorrelation in beta GLMM (glmmTMB)? (Bird diversity)

I am trying to compare certain a taxonomic diversity index (for bird communities) calculated for squares in a map grid system (a total of 34 squares) for two different years: 1998 and 2018. My ...
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49 views

A reference request for a population statistic---experienced population density?

We all know that countries (for example) have population densities, but suppose we want to know what is the actual experienced population density (that is, if, say, in Sweden 95% of the population ...
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Which test should I use to compare the effect of a parasite infection on gut microbiome across time serie data point

I am interested in the effect of an intestinal parasite infection on the rat gut bacterial community. I have two groups of rats ("infected" and "non-infected") each consists of 6 ...
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74 views

How to include the observed values, not just their probabilities, in information entropy?

Shannon entropy measures the unpredictability in a random variable's outcome as the weighted average of the probabilities of that variable's outcomes or observed values. However, it discards the ...
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49 views

PCoA/MDS on sqrt transformed Bray-Curtis dissmilarity using cmdscale

I would like to use PCoA to visualize beta diversity of a large community. I chose Bray-Curtis as distance measure to calculate the dissimilarity matrix and would like to apply a square root ...
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23 views

Test homogeneity of multivariate dispersion with regard to the Modified Raup-Crick Metric

Please find a citation for the modified Raup-Crick Metric below Modified Raup-Crick Metric (Chase et al. 2011 As an extremely brief review, this metric generates a dissimilarity matrix containing ...
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1answer
35 views

What are the ways to normalize the vegetation data when the plot sizes of samples are different?

I have collected data on mangrove tree species density and composition from two habitat categories (sample groups) by using belt transects of various lengths between 100 x 10 M to 500 x 10 m. (3 & ...
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22 views

Diversity Measure for Imbalanced data?

In Concept Drift Adaptation by Exploiting Historical Knowledge they use Yule's Q-statistics to compute diversity between a collection of predictions. $$ \operatorname{div}(S)=1-\frac{1}{\sum_{1 \...
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How is the Herfindahl-Hirschman index different from entropy?

The Herfindahl–Hirschman Index (HHI) is a concentration measure defined as $$H = \sum_i p_i^2,$$ where $p_i$ is the market share of firm $i$. It's maximized when one firm has a monopoly and minimized ...
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49 views

Understanding the assumptions of a Poisson regression model? Modeling plant diversity

I have data on plant diversity in response to a fully crossed treatments of fertilizer and light in grassland systems: ...
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1answer
37 views

Zero Denominator in Yule's Q-statistics?

In Concept Drift Adaptation by Exploiting Historical Knowledge they use Yule's Q-statistics to compute diversity between a collection of predictions. I think the context is not really important. I ...
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14 views

Creating a fair coefficient for prize competition

I am trying to boost sales in our sales divisions by creating a small competition between them. However, the elaboration is quite tricky in order to guarantee a fair competition. There are 20 sales ...
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33 views

Is there a way calculate a gradient of dissimilarity across multiple sites using presence/absence data?

I’ve been trying to come up with a metric for species (dis)similarity for fish in a series based on presence or absence data that gives a value of 1 or 0 for each lake. From my research, it seems like ...
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33 views

What route is best for comparing diversity between 2 different sites

I am considering fungi presence and diversity in two different forest sites and looking for correlation between fungi presence/diversity and forest health. I am very new to stats, basically know ...
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71 views

Rao-Stirling diversity index

I need help to calculate the Rao-Stirling diversity index. I tried it several times but cannot achieve equal results to R packages yet (e.g. diverse). I used the Rao-Stirling diversity index as ...
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1answer
50 views

Shannon Index normalization with S distinct species per site

Given S different species and M sites . Where in every site species are unique (not repeated within the site,that is there are no 2 individuals from the same species in the same site , but can be ...
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290 views

In VEGAN ADONIS, what does "method='bray' do when I pass in a distance matrix I already have (UNIFRAC)?

Suppose I have a distance matrix created by applying the weighted unifrac measure. For instance, using a phyloseq object: ...
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72 views

Testing when the profile of a sample has changed - degrees of freedom?

I've been messing around with the Shannon index for diversity $ H' = -\sum_i^R {p_i \ln{p_i}} $, and it's associated 'evenness' measure $E = H'/H_{\text{max}}$. I'm trying to come up with a way of ...
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230 views

R: Statistically testing NMDS community differences

Situation I am comparing species communities at 6 different sites. Communities at each site were measured repeatedly over 5 years. I used NMDS plots, based on bray-curtis distance matrices using ...
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What can I use to compute a similarity (or diversity) index for a sample with “multidimensional” attributes?

Current problem: We have a batch of $n$ items for which we capture their details with $m$ attributes. It could look something like this: The goal is to compute an "index" that says how "similar" this ...
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85 views

Should I use Structural Equation Models (SEM) for my Functional Diversity (FD) study? (ECOLOGY RELATED)

I'm trying to calculate various functional diversity measures (Fric, Feve and Fdiv) for bird communities by using count data which is collected annually. My ultimate aim is to compare functional ...
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883 views

How to measure diversity (dispersion) of a categorical variable?

I have unemployment rates for 3 regions (North, Center, South). The unemployment rate is defined by (number of unemployed ($u$)/ active population ($pa$)). The unemployment rate by region ($r$) is $\...
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1answer
83 views

(Social) inequality measure based on chi-square

Is there any social inequality measure for categorical or ordinal variables, based on a goodness of fit chi squared test (distance from an uniform distribution)? ...
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109 views

Post hoc analysis survival data and maximum lifespan survival correction

Before presenting my problem I apologize that I create the same topic on the forum stackoverflow, but I think the best place for my question was here. I'm a PhD student and I'm working on survival ...
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46 views

Computing within-group diversity index in R

I am working with a df that has race and sex demographic variables. There is also a grouping variable indicating the work unit each individual observation belongs to. i.e., I want to compute a within-...
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401 views

Can you use bray-curtis distances to evaluate standardized abundances in an NMDS?

So I'm trying to run an NMDS (using the vegan package in R) for a species X site matrix. Unfortunately the abundances of species are not inherently equal (If you can use that word) meaning that not ...
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172 views

Confusion about Pareto Principle and Pareto distribution

The Pareto principle, applied to wealth for example, says that around 20% of the population holds 80% of the wealth. Accordingly, it is said that a person's wealth follows a Pareto distribution. I'm ...
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107 views

Measuring how well data is evenly dispersed

I am trying to measure how well scores from members of a group are dispersed over possible values. Think of it as a measure of diversity function. Thus, ...
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1answer
411 views

Defining Diversity in Ensemble Learning

I have a few questions regarding on how diversity is defined since I've seen differing definitions in different papers. In the paper "Measures of Diversity in Classifier Ensembles and their ...
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151 views

Why does the Shannon index take the log of number and then multiply the number by that log?

I am looking to Shannon index formula in diversity. Part of the formula I am having trouble following. For example, 50 foxes at site 1, 60 foxes site 2 and 100 foxes site 3. Across all sites there ...
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58 views

how do I calculate overyielding in ecological temporal stability

I am investigating diversity-stability relationships and I am trying to test for the portfolio effect and insurance effect with my data. I understand that overyielding indicates the portfolio effect ...
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1answer
32 views

Analysing count data for biodiversity

So I'm confused about how to analyze some data for a biodiversity survey I'm undertaking. Incidences of birds are recorded at 25 stations on four sites (so 100 points in total). My response variable ...
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1answer
19 views

Average correlation as a criterion for choosing among indices

I am modelling industrial diversity in American MSAs (Metropolitan Statistical Areas) as an inverse Hirschman-Herfindahl index (IHH). I have a choice between 4 levels of NAICS industrial ...
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54 views

Comparing biological diversity before and after

I've got counts of two species in two treatments at two timepoints. I've got six replicates of each treatment. I'd like to know how to compare treatment diversity. As it is, I've calculated the ...
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Calculating average gender diversity at companies of various sizes

We have a dataset that lists employers in a fairly unique industry, the number of employees they have and the breakdown of employees as male or female. The size range of the companies in this ...
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1k views

Understanding the output of a fixed-effects-model in R

I am researching whether female representation changes the innovation output of companies. I have panel data of 30 companies over 10 years and "diversity, sales, r&dbudget, #employees" as my ...
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1answer
372 views

Calculation of the Shannon Index plotwise or over the entire population

Imagine I inventarized a forest with 28 plots. Do I calculate the Shannon-Index for each plot and take the average, or should I calculate the Shannon-Index over the whole population? I use R and the ...
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1answer
376 views

What is statistical diversity and how is it measured? (dataset with properties of materials)

I'm curious how one would define and measure statistical diversity for a research project of mine. My motivation is to understand the statistical space of materials. Each material has a set of ...
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1answer
177 views

Statistical test for comparing species diversity based on frequency at two points

I am trying to quantify similarity between these two locations taking into account species frequency: Chicago   Blue Jay: 0.79   American Crow: 0.25   Blackpoll ...
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971 views

Small sample size - repeated measure ANOVA or something more simple?

I have data from an ecological study on wasp abundance and diversity across a forest which I am trying to analyse appropriately. We have abundance data from ten locations that were sampled twice, ...
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136 views

How to combine two variances of Simpson's diversity index?

I know how to combine two common variances with mean and sample size. However, I don't know how to combine two variances if a variance has a special form. From Simpson's diversity index, he proposed a ...
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79 views

Understanding / plotting 2 variables where both are allowed to vary in logistic regression

I'm hoping someone can help clarify a few things for me. I ran some relatively simple logistic regressions in r and am having trouble with interpretation. I'm interested in the effects of elevation ...
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800 views

Standard error for Shannon's index in R

I am interested in examining how the species diversity of bird communities change following timber harvest and have used Vegan in R to run my analyses. Below is a sample of my count data. Plot names ...
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1answer
2k views

Weighted entropy as a measure of diversity

Suppose that you are a company manager and you are looking for a statistical measure that defines the international reputation of your company. So, you collect data on your clients and the countries ...
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114 views

How to analyze the determinants of various inequality indexes over time?

I have data concerning the distribution of income, at the individual level, i.e. I have for each individual income and some socio-demographic descriptors. I have this kind of data for several years, ...
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10k views

Observational vs quasi-experimental design?

I am having some difficulty understanding the difference between and identifying an observational vs quasi-experimental design. From my understanding, an observational study is one in which the ...
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1answer
156 views

What's the most adequate test/tests for this study?

I'm a PhD student (Biodiversity and Animal Ecology). I am preparing a scientific article to submit and I need help in statistical analysis of my data. In this message I will try to provide as much as ...
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1answer
131 views

Vectors for biodiversity indices in RDA plot

I'm doing partial distance based (db-)RDA analysis of nematode community data. I have got the triplots already. They contain vectors of environmental data. Is it possible to overlay a second set of ...
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210 views

Comparing Species diversity of 32 plots between years

I need to know what type of test to use to compare species diversity between 2 years. I have been analyzing a species survey data set collected in 2012 and 2014. The data include stem count (...
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4k views

Biased bootstrap: is it okay to center the CI around the observed statistic?

This is similar to Bootstrap: estimate is outside of confidence interval I have some data that represents counts of genotypes in a population. I want to estimate genetic diversity using Shannon's ...