From c1032ac80fd3e9e25e51da860f8e20e95a367c83 Mon Sep 17 00:00:00 2001 From: "George G. Vega Yon" Date: Wed, 4 Apr 2018 16:28:02 -0700 Subject: [PATCH] New options and working on sunble --- ChangeLog | 5 ++ R/diffnet-methods.r | 37 +++++++++++++-- README.md | 41 ++++++++--------- man/plot_threshold.Rd | 11 +++-- src/RcppExports.cpp | 2 +- src/plot.cpp | 36 +++++++++------ tutorials/sunbelt2018/_site/problem2.rda | Bin 10057 -> 10053 bytes tutorials/sunbelt2018/_site/sim.html | 2 +- .../figure-html/sim-sim-results-1.png | Bin 74419 -> 71823 bytes tutorials/sunbelt2018/_site/stats.html | 43 +++++++++++++++--- .../figure-html/geodesic_speed-box-1.png | Bin 16028 -> 14873 bytes .../figure-html/unnamed-chunk-2-1.png | Bin 17536 -> 18677 bytes .../figure-html/unnamed-chunk-3-1.png | Bin 21290 -> 21204 bytes tutorials/sunbelt2018/intro.rmd | 22 ++++----- tutorials/sunbelt2018/problem2.rda | Bin 10057 -> 10053 bytes .../figure-html/sim-sim-results-1.png | Bin 74419 -> 71823 bytes tutorials/sunbelt2018/stats.rmd | 8 ++++ .../figure-html/geodesic_speed-box-1.png | Bin 16028 -> 14873 bytes .../figure-html/unnamed-chunk-2-1.png | Bin 17536 -> 18677 bytes .../figure-html/unnamed-chunk-3-1.png | Bin 21290 -> 21204 bytes 20 files changed, 146 insertions(+), 61 deletions(-) diff --git a/ChangeLog b/ChangeLog index 0da533a..9d52aa0 100644 --- a/ChangeLog +++ b/ChangeLog @@ -1,3 +1,8 @@ +2018-04-04 George G. Vega Yon + * src/plot.cpp: Separating edge from arrow. + * R/diffnet-methods.r: Idem + + 2018-04-02 George G. Vega Yon * R/plot_diffnet2.r: Fixing bug in diffMap on plot_diffnet2. * R/rdiffnet.r: Loading netdiffuseR when using ncpus. diff --git a/R/diffnet-methods.r b/R/diffnet-methods.r index 178691e..1ab8e1b 100644 --- a/R/diffnet-methods.r +++ b/R/diffnet-methods.r @@ -607,12 +607,14 @@ plot_diffnet.default <- function( #' rotation in radians of each vertex (see details). #' @param edge.width Numeric. Width of the edges. #' @param edge.color Character. Color of the edges. +#' @param arrow.width Numeric value to be passed to \code{\link{arrows}}. #' @param arrow.length Numeric value to be passed to \code{\link{arrows}}. #' @param include.grid Logical. When TRUE, the grid of the graph is drawn. #' @param bty See \code{\link{par}}. #' @param xlim Passed to \code{\link{plot}}. #' @param ylim Passed to \code{\link{plot}}. #' @param ... Additional arguments passed to \code{\link{plot}}. +#' @param curved Logical scalar. When curved, generates curved edges. #' @family visualizations #' @seealso Use \code{\link{threshold}} to retrieve the corresponding threshold #' obtained returned by \code{\link{exposure}}. @@ -703,6 +705,7 @@ plot_threshold.default <- function( vertex.rot = 0, edge.width = 2, edge.color = NULL, + arrow.width = nslices(graph)/80, arrow.length = nslices(graph)/80, include.grid = TRUE, vertex.frame.color = NULL, @@ -711,6 +714,7 @@ plot_threshold.default <- function( jitter.amount = c(.25,0), xlim = NULL, ylim = NULL, + curved = TRUE, ... ) { @@ -802,14 +806,39 @@ plot_threshold.default <- function( ran <- c(xlim[2]-xlim[1], ylim[2]-ylim[1]) # Plotting the edges - mapply(function(x0, y0, x1, y1, col) { - y <- edges_arrow(x0, y0, x1, y1, width=arrow.length, height=arrow.length, + mapply(function(x0, y0, x1, y1, col, curved) { + y <- edges_arrow(x0, y0, x1, y1, width=arrow.width, height=arrow.length, beta=pi*(2/3), dev=par("pin"), ran=ran) - graphics::polygon(y[,1], y[,2], col = col, border = col) + # Drawing arrow + if (curved) { + # Modifying edge + r <- runif(1, .20, .80) + y$edge <- rbind( + y$edge[1,], + y$edge[1,]*c(r, 1-r) + y$edge[2,]*c(1-r, r), + y$edge[2,] + ) + + # Edge + graphics::xspline( + y$edge[,1],y$edge[,2], + shape = c(0, 1, 0), + open=TRUE, border = col, lwd=edge.width) + + # Arrow + graphics::polygon(y$arrow[,1], y$arrow[,2], col = col, border = col) + } else { + # Edge + graphics::polygon(y$edge[,1],y$edge[,2], col = col, border = col, lwd=edge.width) + + # Arrow + graphics::polygon(y$arrow[,1], y$arrow[,2], col = col, border = col) + } + }, x0 = edges[,"x0"], y0 = edges[,"y0"], x1 = edges[,"x1"], y1 = edges[,"y1"], - col = edge.color) + col = edge.color, curved = curved) # Drawing the vertices and its labels # Computing the coordinates diff --git a/README.md b/README.md index 1710061..5d3bc4d 100644 --- a/README.md +++ b/README.md @@ -165,7 +165,7 @@ summary(diffnet) out <- plot_infectsuscep(diffnet, bins = 20,K=5, logscale = FALSE, h=.01) ``` -![](README_files/figure-markdown_github-ascii_identifiers/plot_infectsuscept-1.png) +![](README_files/figure-markdown_github/plot_infectsuscept-1.png) ``` r out <- plot_infectsuscep(diffnet, bins = 20,K=5, logscale = TRUE, @@ -176,7 +176,7 @@ out <- plot_infectsuscep(diffnet, bins = 20,K=5, logscale = TRUE, ## Warning in plot_infectsuscep.list(graph$graph, graph$toa, t0, normalize, : ## When applying logscale some observations are missing. -![](README_files/figure-markdown_github-ascii_identifiers/plot_infectsuscept-2.png) +![](README_files/figure-markdown_github/plot_infectsuscept-2.png) ### Threshold @@ -205,7 +205,7 @@ diffnet plot_threshold(diffnet, vertex.size = .4) ``` -![](README_files/figure-markdown_github-ascii_identifiers/BoringThreshold,%20plot_threshold-1.png) +![](README_files/figure-markdown_github/BoringThreshold,%20plot_threshold-1.png) Using more features @@ -224,7 +224,7 @@ plot_threshold( ## Warning in (function (graph, expo, toa, include_censored = FALSE, t0 = ## min(toa, : -vertex.sides- will be coerced to integer. -![](README_files/figure-markdown_github-ascii_identifiers/NiceThreshold-1.png) +![](README_files/figure-markdown_github/NiceThreshold-1.png) ### Adoption rate @@ -232,7 +232,7 @@ plot_threshold( plot_adopters(diffnet) ``` -![](README_files/figure-markdown_github-ascii_identifiers/Adopters-1.png) +![](README_files/figure-markdown_github/Adopters-1.png) ### Hazard rate @@ -240,7 +240,7 @@ plot_adopters(diffnet) hazard_rate(diffnet) ``` -![](README_files/figure-markdown_github-ascii_identifiers/Hazard-1.png) +![](README_files/figure-markdown_github/Hazard-1.png) ### Diffusion process @@ -248,17 +248,14 @@ hazard_rate(diffnet) plot_diffnet(medInnovationsDiffNet, slices=c(1,9,8)) ``` -![](README_files/figure-markdown_github-ascii_identifiers/plot_diffnet-1.png) +![](README_files/figure-markdown_github/plot_diffnet-1.png) ``` r diffnet.toa(brfarmersDiffNet)[brfarmersDiffNet$toa >= 1965] <- NA plot_diffnet2(brfarmersDiffNet, vertex.size = "indegree") ``` - ## Warning in as_generic_graph.igraph(graph): The -igraph- object has multiple - ## edges. Only one of each will be retrieved. - -![](README_files/figure-markdown_github-ascii_identifiers/plot_diffnet2-1.png) +![](README_files/figure-markdown_github/plot_diffnet2-1.png) ``` r set.seed(1231) @@ -288,7 +285,7 @@ mtext("Both networks have the same distribution on times of adoption", 1, outer = TRUE) ``` -![](README_files/figure-markdown_github-ascii_identifiers/plot_diffnet2%20with%20map-1.png) +![](README_files/figure-markdown_github/plot_diffnet2%20with%20map-1.png) ``` r par(oldpar) @@ -321,7 +318,7 @@ legend("bottom", legend = levels(out$thr), fill=blues9[2:6], horiz = TRUE, cex=.6, bty="n", inset=c(0,-.1)) ``` -![](README_files/figure-markdown_github-ascii_identifiers/mosaic-1.png) +![](README_files/figure-markdown_github/mosaic-1.png) ``` r par(oldpar) @@ -333,7 +330,7 @@ par(oldpar) sessionInfo() ``` - ## R version 3.4.2 (2017-09-28) + ## R version 3.4.4 (2018-03-15) ## Platform: x86_64-pc-linux-gnu (64-bit) ## Running under: Ubuntu 14.04.5 LTS ## @@ -353,17 +350,17 @@ sessionInfo() ## [1] stats graphics grDevices utils datasets methods base ## ## other attached packages: - ## [1] netdiffuseR_1.19.0 + ## [1] netdiffuseR_1.19.999 ## ## loaded via a namespace (and not attached): - ## [1] igraph_1.1.2 Rcpp_0.12.13 knitr_1.17 + ## [1] igraph_1.2.1 Rcpp_0.12.16 knitr_1.20 ## [4] magrittr_1.5 network_1.13.0 networkDynamic_0.9.0 - ## [7] MASS_7.3-47 lattice_0.20-35 stringr_1.2.0 - ## [10] tools_3.4.2 MatchIt_3.0.1 grid_3.4.2 - ## [13] sna_2.4 htmltools_0.3.6 yaml_2.1.14 - ## [16] rprojroot_1.2 digest_0.6.12 Matrix_1.2-11 - ## [19] evaluate_0.10.1 rmarkdown_1.6 statnet.common_4.0.0 - ## [22] stringi_1.1.5 compiler_3.4.2 backports_1.1.1 + ## [7] MASS_7.3-49 lattice_0.20-35 stringr_1.3.0 + ## [10] tools_3.4.4 MatchIt_3.0.2 grid_3.4.4 + ## [13] sna_2.4 htmltools_0.3.6 yaml_2.1.18 + ## [16] rprojroot_1.3-2 digest_0.6.15 Matrix_1.2-11 + ## [19] evaluate_0.10.1 rmarkdown_1.9 statnet.common_4.0.0 + ## [22] stringi_1.1.7 compiler_3.4.4 backports_1.1.2 ## [25] boot_1.3-20 SparseM_1.77 pkgconfig_2.0.1 To-do list diff --git a/man/plot_threshold.Rd b/man/plot_threshold.Rd index 78340e7..9d74aac 100644 --- a/man/plot_threshold.Rd +++ b/man/plot_threshold.Rd @@ -22,9 +22,10 @@ plot_threshold(graph, expo, ...) vertex.label = "", vertex.label.pos = NULL, vertex.label.cex = 1, vertex.label.adj = c(0.5, 0.5), vertex.label.color = NULL, vertex.sides = 40L, vertex.rot = 0, edge.width = 2, edge.color = NULL, - arrow.length = nslices(graph)/80, include.grid = TRUE, - vertex.frame.color = NULL, bty = "n", jitter.factor = c(1, 0), - jitter.amount = c(0.25, 0), xlim = NULL, ylim = NULL, ...) + arrow.width = nslices(graph)/80, arrow.length = nslices(graph)/80, + include.grid = TRUE, vertex.frame.color = NULL, bty = "n", + jitter.factor = c(1, 0), jitter.amount = c(0.25, 0), xlim = NULL, + ylim = NULL, curved = TRUE, ...) } \arguments{ \item{graph}{A dynamic graph (see \code{\link{netdiffuseR-graphs}}).} @@ -76,6 +77,8 @@ rotation in radians of each vertex (see details).} \item{edge.color}{Character. Color of the edges.} +\item{arrow.width}{Numeric value to be passed to \code{\link{arrows}}.} + \item{arrow.length}{Numeric value to be passed to \code{\link{arrows}}.} \item{include.grid}{Logical. When TRUE, the grid of the graph is drawn.} @@ -91,6 +94,8 @@ rotation in radians of each vertex (see details).} \item{xlim}{Passed to \code{\link{plot}}.} \item{ylim}{Passed to \code{\link{plot}}.} + +\item{curved}{Logical scalar. When curved, generates curved edges.} } \description{ Draws a graph where the coordinates are given by time of adoption, x-axis, diff --git a/src/RcppExports.cpp b/src/RcppExports.cpp index 12f8f08..15a0b29 100644 --- a/src/RcppExports.cpp +++ b/src/RcppExports.cpp @@ -217,7 +217,7 @@ BEGIN_RCPP END_RCPP } // edges_arrow -arma::mat edges_arrow(const double& x0, const double& y0, const double& x1, const double& y1, const double& height, const double& width, const double beta, NumericVector dev, NumericVector ran); +List edges_arrow(const double& x0, const double& y0, const double& x1, const double& y1, const double& height, const double& width, const double beta, NumericVector dev, NumericVector ran); RcppExport SEXP _netdiffuseR_edges_arrow(SEXP x0SEXP, SEXP y0SEXP, SEXP x1SEXP, SEXP y1SEXP, SEXP heightSEXP, SEXP widthSEXP, SEXP betaSEXP, SEXP devSEXP, SEXP ranSEXP) { BEGIN_RCPP Rcpp::RObject rcpp_result_gen; diff --git a/src/plot.cpp b/src/plot.cpp index 613e04c..2f9d34c 100644 --- a/src/plot.cpp +++ b/src/plot.cpp @@ -321,7 +321,7 @@ a <- atan((-3.4510269 - -0.8881612)/(0.8045981-0.3114116)) // [[Rcpp::export]] -arma::mat edges_arrow( +List edges_arrow( const double & x0, const double & y0, const double & x1, @@ -333,7 +333,7 @@ arma::mat edges_arrow( NumericVector ran = NumericVector::create() ) { // Creating output - arma::mat coords(6,2); + arma::mat coords(4,2); // If yexpand is too small, just throw an error ------------------------------ if (ran.length() == 0) { @@ -367,19 +367,29 @@ arma::mat edges_arrow( coords.at(2,0) = x1 - cos(alpha)*height; coords.at(2,1) = y1 - sin(alpha)*height*yexpand; - // Bottom - coords.at(3,0) = x0; - coords.at(3,1) = y0; - - // Back to the center - coords.at(4,0) = coords.at(2,0); - coords.at(4,1) = coords.at(2,1); + // // Bottom + // coords.at(3,0) = x0; + // coords.at(3,1) = y0; + // + // // Back to the center + // coords.at(4,0) = coords.at(2,0); + // coords.at(4,1) = coords.at(2,1); // Right - coords.at(5,0) = x1 - cos(alpha)*height + cos(-beta+alpha)*width; - coords.at(5,1) = y1 - (sin(alpha)*height - sin(-beta+alpha)*width)*yexpand; - - return coords; + coords.at(3,0) = x1 - cos(alpha)*height + cos(-beta+alpha)*width; + coords.at(3,1) = y1 - (sin(alpha)*height - sin(-beta+alpha)*width)*yexpand; + + // Actual line coords + arma::mat coords_edge(2u, 2u); + coords_edge.at(0,0) = x0; + coords_edge.at(0,1) = y0; + coords_edge.at(1,0) = coords.at(2,0); + coords_edge.at(1,1) = coords.at(2,1); + + return List::create( + _["arrow"] = coords, + _["edge"] = coords_edge + ); } /** *R diff --git a/tutorials/sunbelt2018/_site/problem2.rda b/tutorials/sunbelt2018/_site/problem2.rda index 76ed74df45e26532115ef471153eb20961af4b12..0bb70aee37cbb86c7db71b7c99b1120ffd808568 100644 GIT binary patch literal 10053 zcmeIXXHXPf_pdD?pdwi$g9HJ|IR^m=iX=fY1Bgf%at_0cWRM&LB#i_?CFeYVL`g%= zFi1`_Fhho6INZ-&Z@uSKJ?Go``0v`i)~~ON^3${_1lk6A<&0lE8CzY>|(@%*@6fs zK)42`?Vi2$e8kB7TVw62$mcQwXT>&`hmpuU(XOL37apFMZT{S6{Bo&*Oe)b$}1TH*FIj 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+

  • Example simulating a thousand networks by changing threshold levels. The final prevalence, or hazard as a function of threshold levels.
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Using geodesics

sna = sna::geodist(mat), times = 50, unit="relative" ) -

+

  • The summary.diffnet method already runs Moran’s for you. What happens under the hood is:

    # For each time point we compute the geodesic distances matrix
     W <- approx_geodesic(medInnovationsDiffNet$graph[[1]])
    @@ -428,9 +428,9 @@ 

    Example Not random TOA

    # -------------------------------------------------------------------------------- # H0: E[beta(Y,G)|G] - E[beta(Y,G)] = 0 (no structure dependency) # observed expected p.val -# 0.5521 0.2299 0.0000
  • +# 0.5521 0.2307 0.0000 -

    +

    • Now we shuffle toas, so that is random

      # Resetting TOAs (now will be completely random)
      @@ -454,8 +454,8 @@ 

      Example Not random TOA

      # -------------------------------------------------------------------------------- # H0: E[beta(Y,G)|G] - E[beta(Y,G)] = 0 (no structure dependency) # observed expected p.val -# 0.2579 0.2447 0.3860
      -

    • +# 0.2579 0.2449 0.3900 +

    @@ -533,6 +533,37 @@

    Lagged exposure models

    # (1000 observations deleted due to missingness) # AIC: 2735.6 # +# Number of Fisher Scoring iterations: 4 +

    Alternatively, we could have used the new function diffreg

    +
    ans <- diffreg(dn ~ exposure + var1 + factor(per), type = "probit")
    +summary(ans)
    +
    # 
    +# Call:
    +# glm(formula = Adopt ~ exposure + var1 + factor(per), family = binomial(link = "probit"), 
    +#     data = dat, subset = ifelse(is.na(toa), TRUE, toa >= per))
    +# 
    +# Deviance Residuals: 
    +#     Min       1Q   Median       3Q      Max  
    +# -1.2642  -0.7733  -0.6897   1.1760   1.8765  
    +# 
    +# Coefficients:
    +#              Estimate Std. Error z value Pr(>|z|)    
    +# (Intercept)  -0.78483    0.05599 -14.017  < 2e-16 ***
    +# exposure     -0.27234    0.17956  -1.517   0.1293    
    +# var1          0.01086    0.02650   0.410   0.6820    
    +# factor(per)3  0.18299    0.07832   2.336   0.0195 *  
    +# factor(per)4  0.50352    0.09578   5.257 1.46e-07 ***
    +# factor(per)5  0.97279    0.12412   7.837 4.60e-15 ***
    +# ---
    +# Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
    +# 
    +# (Dispersion parameter for binomial family taken to be 1)
    +# 
    +#     Null deviance: 2838.3  on 2365  degrees of freedom
    +# Residual deviance: 2723.6  on 2360  degrees of freedom
    +#   (1000 observations deleted due to missingness)
    +# AIC: 2735.6
    +# 
     # Number of Fisher Scoring iterations: 4
    @@ -571,7 +602,7 @@

    Problems

    -
    ---
title: "Statistical inference"
author: "Thomas W. Valente and George G. Vega Yon"
---

```{r setup, echo=FALSE, message=FALSE, warning=FALSE}
library(netdiffuseR)
knitr::opts_chunk$set(comment = "#")

```

# Moran's I

*   Moran's I tests for spatial autocorrelation.
    
*   __netdiffuseR__ implements the test in `moran`, which is suited for sparse matrices.

*   We can use Moran's I as a first look to whether there is something happening:
    let that be influence or homophily.

## Using geodesics

*   One approach is to use the geodesic (shortes path length) matrix to account for indirect
    influence.
    
*   In the case of sparse matrices, and furthermore, in the presence of structural holes
    it is more convenient to calculate the distance matrix taking this into account.
    
*   __netdiffuseR__ has a function to do so, the `approx_geodesic` function which,
    using graph powers, computes the shortest path up to `n` steps. This could be
    faster (if you only care up to `n` steps) than `igraph` or `sns`:

    ```{r geodesic_speed, cache=TRUE}
    # Extracting the large adjacency matrix (stacked)
    dgc <- diag_expand(medInnovationsDiffNet$graph)
    ig  <- igraph::graph_from_adjacency_matrix(dgc)
    mat <- network::as.network(as.matrix(dgc))
    
    # Measuring times
    times <- microbenchmark::microbenchmark(
      netdiffuseR = netdiffuseR::approx_geodesic(dgc),
      igraph = igraph::distances(ig),
      sna = sna::geodist(mat),
      times = 50, unit="relative"
    )
    ```
    
    ```{r geodesic_speed-box, autodep=TRUE, echo=FALSE}
    microbenchmark:::boxplot.microbenchmark(times)
    ```

*   The `summary.diffnet` method already runs Moran's for you. What happens under the hood is:
    
    ```{r}
    # For each time point we compute the geodesic distances matrix
    W <- approx_geodesic(medInnovationsDiffNet$graph[[1]])
    
    # We get the element-wise inverse
    W@x <- 1/W@x
    
    # And then compute moran
    moran(medInnovationsDiffNet$cumadopt[,1], W)
    ```



# Structural dependence and permutation tests


- A novel statistical method (work-in-progress) that allows conducting inference.
- Included in the package, tests whether a particular network statistic actually depends on network structure
- Suitable to be applied to network thresholds (you can't use thresholds in regression-like models!)

## Idea

-   Let $\mathcal{G} = (V,E)$ be a graph, $\gamma$ a vertex attribute, and $\beta = f(\gamma,\mathcal{G})$, then

    $$\gamma \perp \mathcal{G} \implies \mathbb{E}\left[\beta(\gamma,\mathcal{G})|\mathcal{G}\right] = \mathbb{E}\left[\beta(\gamma,\mathcal{G})\right]$$

- This is, if for example time of adoption is independent on the structure of the network, then the average threshold level will be independent from the network structure as well.

- Another way of looking at this is that the test will allow us to see how probable is to have this combination of network structure and network threshold (if it is uncommon then we say that the diffusion model is highly likely)


## Example Not random TOA

-     To use this test, __netdiffuseR__ has the `struct_test` function.
-     Basically it simulates networks with the same density and computes a particular statistic every time, generating an EDF (Empirical Distribution Function) under the Null hyphothesis (p-values).
    
    ```{r Struct non-random-toa, cache=TRUE}
    # Simulating network
    set.seed(1123)
    net <- rdiffnet(n=500, t=10, seed.graph = "small-world")
    
    # Running the test
    test <- struct_test(
      graph     = net, 
      statistic = function(x) mean(threshold(x), na.rm = TRUE),
      R         = 1e3,
      ncpus=4, parallel="multicore"
      )
    
    # See the output
    test
    ```

```{r, echo=FALSE}
hist(test)
```

-   Now we shuffle toas, so that is random
    
    ```{r random-toa, cache=TRUE}
    # Resetting TOAs (now will be completely random)
    diffnet.toa(net) <- sample(diffnet.toa(net), nnodes(net), TRUE)
    
    # Running the test
    test <- struct_test(
      graph     = net, 
      statistic = function(x) mean(threshold(x), na.rm = TRUE),
      R         = 1e3,
      ncpus=4, parallel="multicore"
      )
    
    # See the output
    test
    ```
    
    ```{r, echo=FALSE}
    hist(test)
    ```

# Regression analysis

*   In regression analysis we want to see if exposure, once we control for other
    covariates, had any effect on the adoption of a behavior.

*   In general, the big problem here is when we have a latent variable that 
    co-determines both network and behavior.
    
*   Unless we can control for such variable, regression analysis will be
    generically biased.
    
*   On the other hand, if you can claim that either such variable doesn't exists
    or you actually can control for it, then we have two options: lagged exposure
    models, or contemporaneous exposure models. We will focus on the former.


## Lagged exposure models

*   In this type of models we usually have the following

    $$
    y_t = f(W_{t-1}, y_{t-1}, X_i) + \varepsilon
    $$
    
    Furthermore, in the case of adoption we have
    
    $$
    y_{it} = \left\{
    \begin{array}{ll}
    1 & \mbox{if}\quad \rho\sum_{j\neq i}\frac{W_{ijt-1}y_{it-1}}{\sum_{j\neq i}W_{ijt-1}} + X_{it}\beta > 0\\
    0 & \mbox{otherwise}
    \end{array}
    \right.
    $$
    
*   In netdiffuseR is as easy as doing the following:
    
    ```{r dataforreg}
    # fakedata
    set.seed(121)
    
    W   <- rgraph_ws(1e3, 8, .2)
    X   <- cbind(var1 = rnorm(1e3))
    toa <- sample(c(NA,1:5), 1e3, TRUE)
    
    dn  <- new_diffnet(W, toa=toa, vertex.static.attrs = X)
    
    # Computing exposure and adoption for regression
    dn[["cohesive_expo"]] <- cbind(NA, exposure(dn)[,-nslices(dn)])
    dn[["adopt"]]         <- dn$cumadopt

    
    # Generating the data and running the model
    dat <- as.data.frame(dn)
    ans <- glm(adopt ~ cohesive_expo + var1 + factor(per),
               data = dat,
               family = binomial(link="probit"),
               subset = is.na(toa) | (per <= toa))
    summary(ans)
    ```

## Contemporaneous exposure models

*   Similar to he lagged exposure models, we usually have the following

    $$
    y_t = f(W_t, y_t, X_t) + \varepsilon
    $$
    
    Furthermore, in the case of adoption we have
    
    $$
    y_{it} = \left\{
    \begin{array}{ll}
    1 & \mbox{if}\quad \rho\sum_{j\neq i}\frac{W_{ijt}y_{it}}{\sum_{j\neq i}W_{ijt}} + X_{it}\beta > 0\\
    0 & \mbox{otherwise}
    \end{array}
    \right.
    $$
    
*   Unfortunately, since $y_t$ is in both sides of the equation, this models cannot
    be fitted using a standard probit or logit regression.
    
*   Two alternatives to solve this:
    
    a.  Using Instrumental Variables Probit (ivprobit in both R and Stata)
    
    b.  Use a Spatial Autoregressive (SAR) Probit (SpatialProbit and ProbitSpatial in R).
    
*   We won't cover these here.

# Problems

Using the dataset `problems_stats1.rda`

1.  Compute a lagged version of Moran's I and compare it with the one from `summary`.

2.  Fit the following probit model $adopt = Exposure*\gamma + Measure*\beta + \varepsilon$.
    What happens if you exclude the time fixed effects?


```{r datagen, echo=FALSE, cache=TRUE}
set.seed(1)

n <- 500
nper <- 5
X <- cbind(Measure=rnorm(n))
y <- cbind(sample(c(0, 1), n, TRUE, prob = c(.9, .1)))


# Baseline network
W <- (rgraph_ws(n, k=8, p = .2))

sim_space <- function(W, y, X, pers = 4, lag = FALSE, rho = .2, beta=.5) {
  W <- as.matrix(W)
  W <- W/(rowSums(W) + 1e-20)
  n <- nrow(W)
  for (i in 1:pers) {
    if (!lag)
      ynew <- (solve(diag(n) - rho*W) %*% (X*beta) + rnorm(n)) > 0
    else
      ynew <- (rho * (W %*% y[,i - as.integer(i != 1),drop=FALSE]) + beta*X + rnorm(n)) > 0
    
    y <- cbind(y, ifelse(
      y[,i - as.integer(i != 1),drop=FALSE] == 1,
      y[,i - as.integer(i != 1),drop=FALSE], 
      ynew)
      )
  }
  
  y
}

ans <- sim_space(W, y, X, pers = nper, lag=TRUE)
toa <- ncol(ans) - apply(ans, 1, sum)
X <- cbind(X, toa=ifelse(toa == 0, NA, toa))

save(X, W, file="problems_stats1.rda")
```

```{r sol, eval=FALSE, echo=FALSE}
# out <- struct_test(
#   new_diffnet(W, X[,"toa"]),
#   function(g) mean(threshold(g, lags = 1L), na.rm=TRUE),
#   R=500,
#   rewire.args = list(algorithm="qap"),
#   parallel="multicore",ncpus=5);out

load("problems_stats1.rda")
dn <- new_diffnet(W, toa=X[,2], vertex.static.attrs = X[,1,drop=FALSE])

dn[["cohesive_exposure"]] <- cbind(NA, exposure(dn)[,-nslices(dn)])
dn[["adopted"]]           <- dn$cumadopt

dat <- as.data.frame(dn)
ans <- glm(adopted ~ cohesive_exposure + Measure + factor(per),
           family = binomial(link="probit"),
           data = dat,
           subset = is.na(toa) | (per <= toa)
           )

summary(ans)
```


    +
    ---
title: "Statistical inference"
author: "Thomas W. Valente and George G. Vega Yon"
---

```{r setup, echo=FALSE, message=FALSE, warning=FALSE}
library(netdiffuseR)
knitr::opts_chunk$set(comment = "#")

```

# Moran's I

*   Moran's I tests for spatial autocorrelation.
    
*   __netdiffuseR__ implements the test in `moran`, which is suited for sparse matrices.

*   We can use Moran's I as a first look to whether there is something happening:
    let that be influence or homophily.

## Using geodesics

*   One approach is to use the geodesic (shortes path length) matrix to account for indirect
    influence.
    
*   In the case of sparse matrices, and furthermore, in the presence of structural holes
    it is more convenient to calculate the distance matrix taking this into account.
    
*   __netdiffuseR__ has a function to do so, the `approx_geodesic` function which,
    using graph powers, computes the shortest path up to `n` steps. This could be
    faster (if you only care up to `n` steps) than `igraph` or `sns`:

    ```{r geodesic_speed, cache=TRUE}
    # Extracting the large adjacency matrix (stacked)
    dgc <- diag_expand(medInnovationsDiffNet$graph)
    ig  <- igraph::graph_from_adjacency_matrix(dgc)
    mat <- network::as.network(as.matrix(dgc))
    
    # Measuring times
    times <- microbenchmark::microbenchmark(
      netdiffuseR = netdiffuseR::approx_geodesic(dgc),
      igraph = igraph::distances(ig),
      sna = sna::geodist(mat),
      times = 50, unit="relative"
    )
    ```
    
    ```{r geodesic_speed-box, autodep=TRUE, echo=FALSE}
    microbenchmark:::boxplot.microbenchmark(times)
    ```

*   The `summary.diffnet` method already runs Moran's for you. What happens under the hood is:
    
    ```{r}
    # For each time point we compute the geodesic distances matrix
    W <- approx_geodesic(medInnovationsDiffNet$graph[[1]])
    
    # We get the element-wise inverse
    W@x <- 1/W@x
    
    # And then compute moran
    moran(medInnovationsDiffNet$cumadopt[,1], W)
    ```



# Structural dependence and permutation tests


- A novel statistical method (work-in-progress) that allows conducting inference.
- Included in the package, tests whether a particular network statistic actually depends on network structure
- Suitable to be applied to network thresholds (you can't use thresholds in regression-like models!)

## Idea

-   Let $\mathcal{G} = (V,E)$ be a graph, $\gamma$ a vertex attribute, and $\beta = f(\gamma,\mathcal{G})$, then

    $$\gamma \perp \mathcal{G} \implies \mathbb{E}\left[\beta(\gamma,\mathcal{G})|\mathcal{G}\right] = \mathbb{E}\left[\beta(\gamma,\mathcal{G})\right]$$

- This is, if for example time of adoption is independent on the structure of the network, then the average threshold level will be independent from the network structure as well.

- Another way of looking at this is that the test will allow us to see how probable is to have this combination of network structure and network threshold (if it is uncommon then we say that the diffusion model is highly likely)


## Example Not random TOA

-     To use this test, __netdiffuseR__ has the `struct_test` function.
-     Basically it simulates networks with the same density and computes a particular statistic every time, generating an EDF (Empirical Distribution Function) under the Null hyphothesis (p-values).
    
    ```{r Struct non-random-toa, cache=TRUE}
    # Simulating network
    set.seed(1123)
    net <- rdiffnet(n=500, t=10, seed.graph = "small-world")
    
    # Running the test
    test <- struct_test(
      graph     = net, 
      statistic = function(x) mean(threshold(x), na.rm = TRUE),
      R         = 1e3,
      ncpus=4, parallel="multicore"
      )
    
    # See the output
    test
    ```

```{r, echo=FALSE}
hist(test)
```

-   Now we shuffle toas, so that is random
    
    ```{r random-toa, cache=TRUE}
    # Resetting TOAs (now will be completely random)
    diffnet.toa(net) <- sample(diffnet.toa(net), nnodes(net), TRUE)
    
    # Running the test
    test <- struct_test(
      graph     = net, 
      statistic = function(x) mean(threshold(x), na.rm = TRUE),
      R         = 1e3,
      ncpus=4, parallel="multicore"
      )
    
    # See the output
    test
    ```
    
    ```{r, echo=FALSE}
    hist(test)
    ```

# Regression analysis

*   In regression analysis we want to see if exposure, once we control for other
    covariates, had any effect on the adoption of a behavior.

*   In general, the big problem here is when we have a latent variable that 
    co-determines both network and behavior.
    
*   Unless we can control for such variable, regression analysis will be
    generically biased.
    
*   On the other hand, if you can claim that either such variable doesn't exists
    or you actually can control for it, then we have two options: lagged exposure
    models, or contemporaneous exposure models. We will focus on the former.


## Lagged exposure models

*   In this type of models we usually have the following

    $$
    y_t = f(W_{t-1}, y_{t-1}, X_i) + \varepsilon
    $$
    
    Furthermore, in the case of adoption we have
    
    $$
    y_{it} = \left\{
    \begin{array}{ll}
    1 & \mbox{if}\quad \rho\sum_{j\neq i}\frac{W_{ijt-1}y_{it-1}}{\sum_{j\neq i}W_{ijt-1}} + X_{it}\beta > 0\\
    0 & \mbox{otherwise}
    \end{array}
    \right.
    $$
    
*   In netdiffuseR is as easy as doing the following:
    
    ```{r dataforreg}
    # fakedata
    set.seed(121)
    
    W   <- rgraph_ws(1e3, 8, .2)
    X   <- cbind(var1 = rnorm(1e3))
    toa <- sample(c(NA,1:5), 1e3, TRUE)
    
    dn  <- new_diffnet(W, toa=toa, vertex.static.attrs = X)
    
    # Computing exposure and adoption for regression
    dn[["cohesive_expo"]] <- cbind(NA, exposure(dn)[,-nslices(dn)])
    dn[["adopt"]]         <- dn$cumadopt

    
    # Generating the data and running the model
    dat <- as.data.frame(dn)
    ans <- glm(adopt ~ cohesive_expo + var1 + factor(per),
               data = dat,
               family = binomial(link="probit"),
               subset = is.na(toa) | (per <= toa))
    summary(ans)
    ```
    
    Alternatively, we could have used the new function `diffreg`
    
    ```{r}
    ans <- diffreg(dn ~ exposure + var1 + factor(per), type = "probit")
    summary(ans)
    ```
    

## Contemporaneous exposure models

*   Similar to he lagged exposure models, we usually have the following

    $$
    y_t = f(W_t, y_t, X_t) + \varepsilon
    $$
    
    Furthermore, in the case of adoption we have
    
    $$
    y_{it} = \left\{
    \begin{array}{ll}
    1 & \mbox{if}\quad \rho\sum_{j\neq i}\frac{W_{ijt}y_{it}}{\sum_{j\neq i}W_{ijt}} + X_{it}\beta > 0\\
    0 & \mbox{otherwise}
    \end{array}
    \right.
    $$
    
*   Unfortunately, since $y_t$ is in both sides of the equation, this models cannot
    be fitted using a standard probit or logit regression.
    
*   Two alternatives to solve this:
    
    a.  Using Instrumental Variables Probit (ivprobit in both R and Stata)
    
    b.  Use a Spatial Autoregressive (SAR) Probit (SpatialProbit and ProbitSpatial in R).
    
*   We won't cover these here.

# Problems

Using the dataset `problems_stats1.rda`

1.  Compute a lagged version of Moran's I and compare it with the one from `summary`.

2.  Fit the following probit model $adopt = Exposure*\gamma + Measure*\beta + \varepsilon$.
    What happens if you exclude the time fixed effects?


```{r datagen, echo=FALSE, cache=TRUE}
set.seed(1)

n <- 500
nper <- 5
X <- cbind(Measure=rnorm(n))
y <- cbind(sample(c(0, 1), n, TRUE, prob = c(.9, .1)))


# Baseline network
W <- (rgraph_ws(n, k=8, p = .2))

sim_space <- function(W, y, X, pers = 4, lag = FALSE, rho = .2, beta=.5) {
  W <- as.matrix(W)
  W <- W/(rowSums(W) + 1e-20)
  n <- nrow(W)
  for (i in 1:pers) {
    if (!lag)
      ynew <- (solve(diag(n) - rho*W) %*% (X*beta) + rnorm(n)) > 0
    else
      ynew <- (rho * (W %*% y[,i - as.integer(i != 1),drop=FALSE]) + beta*X + rnorm(n)) > 0
    
    y <- cbind(y, ifelse(
      y[,i - as.integer(i != 1),drop=FALSE] == 1,
      y[,i - as.integer(i != 1),drop=FALSE], 
      ynew)
      )
  }
  
  y
}

ans <- sim_space(W, y, X, pers = nper, lag=TRUE)
toa <- ncol(ans) - apply(ans, 1, sum)
X <- cbind(X, toa=ifelse(toa == 0, NA, toa))

save(X, W, file="problems_stats1.rda")
```

```{r sol, eval=FALSE, echo=FALSE}
# out <- struct_test(
#   new_diffnet(W, X[,"toa"]),
#   function(g) mean(threshold(g, lags = 1L), na.rm=TRUE),
#   R=500,
#   rewire.args = list(algorithm="qap"),
#   parallel="multicore",ncpus=5);out

load("problems_stats1.rda")
dn <- new_diffnet(W, toa=X[,2], vertex.static.attrs = X[,1,drop=FALSE])

dn[["cohesive_exposure"]] <- cbind(NA, exposure(dn)[,-nslices(dn)])
dn[["adopted"]]           <- dn$cumadopt

dat <- as.data.frame(dn)
ans <- glm(adopted ~ cohesive_exposure + Measure + factor(per),
           family = binomial(link="probit"),
           data = dat,
           subset = is.na(toa) | (per <= toa)
           )

summary(ans)
```



    University of Southern California
    Center for Applied Network Analysis (CANA)
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"ItrustMyFriends" +# ) save(diffnet, file = "problems_intro.rda") ``` diff --git a/tutorials/sunbelt2018/problem2.rda b/tutorials/sunbelt2018/problem2.rda index 76ed74df45e26532115ef471153eb20961af4b12..0bb70aee37cbb86c7db71b7c99b1120ffd808568 100644 GIT binary patch literal 10053 zcmeIXXHXPf_pdD?pdwi$g9HJ|IR^m=iX=fY1Bgf%at_0cWRM&LB#i_?CFeYVL`g%= zFi1`_Fhho6INZ-&Z@uSKJ?Go``0v`i)~~ON^3${_1lk6A<&0lE8CzY>|(@%*@6fs zK)42`?Vi2$e8kB7TVw62$mcQwXT>&`hmpuU(XOL37apFMZT{S6{Bo&*Oe)b$}1TH*FIj z_p^3zm1XgrseYwG(BM9FYnd6dOfVA|n6`Y5EAegzVK2uEsLGjA{H>K7kmn`krk8c` z?IQu!CQgEhWi?wHvb%v39+R}q zo=A==JdjVjnIg=|1Gv*PaUEl6u4i_+lUzKp#(ZJnvP98zEN)rjS)!wOHItGp|9Vg0 z^5sM-f$J8^(&Ov_JDGgTF{a7}(R3Nkl0GdUEYP~uY4o~c<}viV*O<2f#j8o9bG3^1 zJrF93_Vu;A(sei?iYade{Z;x7sV{?7;kwg3_io%gk#MpLWtXw6J=ef(Twc=`R~QDH zD(vZ5p}>%;0L?KB@Vxld#qVmrbF#paaefuUtVviIi8oX>h|5C`2(sv#dQS9c?Q{tU zUjG8mMF)Z~l1+BY0muSD`K0I94o-&)swpt2S;6m*OKDk9^mFY`YHAQ{b6i5boA7XL 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diffreg(dn ~ exposure + var1 + factor(per), type = "probit") + summary(ans) + ``` + ## Contemporaneous exposure models diff --git a/tutorials/sunbelt2018/stats_files/figure-html/geodesic_speed-box-1.png b/tutorials/sunbelt2018/stats_files/figure-html/geodesic_speed-box-1.png index 4ea34f5fea1c73a4879c3a05e1bfc2c8bb680684..df9a5094056d3324ed67e76f661b425ea2c917c5 100644 GIT binary patch literal 14873 zcmeHu2T;__vM;-UAV^MAXRozgx-n&&$vokw0J=5Lu>z?k}FdZ#b5+Vj792^{yJ8DXL zI5_xF930%wgt$OUOAY%fP{Gl;YoH8NK_Czq493O9#lyqH$H%{P=@J0}0U;sb<;$0e zh=_=ZiLYF_LPA19N=iybMn+CfPC-FINl8gXMMX_bO+!ONOG`^fM|bt=ReE}Q1_lO3 zMn)zkCT3=478Vv(R#rAPwrkg}K_C!zcJ}MnuXAv4aB^~TadB~TbMx@<@bdEV@$ucb zaf6?qUqC=WP*CvZ&6~Gw-4YTK5*8K~5fKp;6%`W`6BiekkdTm+l$4T^l9ra1k&%&= zm6el|lb4r=LZJ!@3b$|HR#a3}Qc_Y@R#s6_QB_q{Q&YQh=Z?C%x`u|v-Me=+H8r)g zw6wLgb#!!eb#?Xh^z`-h4GawK-Me@H{(VD3!v_x@7#SHE8ylOLn3$THnwgoIo10r$ zSUi0A@X@13j~_p_w6wIcva+_ewz09XwY9agv$MCicW`iUbaZ_3gML=?(Xj4;o<4&>E-3+?d|R3*wd^@9!TF5D*v`7!(u)gTbCZ 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