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The boot.ci( ) function takes a bootobject and generates 5 different types of two-sided nonparametric confidence intervals. Importance resampling weights can also be specified. For the nonparametric bootstrap, stratified resampling is supported. For the nonparametric bootstrap, resampling methods include ordinary, balanced, antithetic and permutation. The boot( ) function can generate both nonparametric and parametric resampling. Results <- boot(data=mtcars, statistic=bs, # Bootstrap 95% CI for regression coefficientsĭ <- data # allows boot to select sample In this case we add an index parameter to plot( ) and boot.ci( ) to indicate which column in bootobject$t is to analyzed. In the next example we get the 95% CI for the three model regression coefficients (intercept, car weight, displacement). The statistics function you provide can also return a vector. In example above, the function rsq returned a number and boot.ci returned a single confidence interval. The main bootstrapping function is boot( ) and has the following format: This section will get you started with basic nonparametric bootstrapping. a median), or a vector (e.g., regression weights). You can bootstrap a single statistic (e.g. The boot package provides extensive facilities for bootstrapping and related resampling methods. Sorry for the inconvenience.Bootstrapping Nonparametric Bootstrapping IMPORTANT! If you migrate from V1.0.0 to V1.1.0 please make sure your replace the '.content' class inside each card with '.card-content', we've made this adjustment for a better control of the content that is inside a card.

Added 3D animation effect for images on cards(atvImg library).

Replace Tags with Bootstrap TagsInput v0.8.0.

BugFixing, Plugins Updates, New Cards (HTML Version)

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fixed problem with Morphing Cards(rotating manual and auto) and Perspective Cards when images were loading later than the javascript.bootstrap-selectpicker.js updated to the latest version.fixed rotating card system for IE, changed rotating cards with raised image with regular cards with background image or plain cards.removed atv-img-animation.js library ( multiple problems with the browsers ).

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jQuery library update to the latest version.

more class changes Bug fixes for responsive devices.

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Documentation code base written from scratch.

Included gulp task that opens the project in browser.

Reestablish the routes/folder for images.

Improvements, Bootstrap 4.0.0 Final Included Scss cleaned and fixed issues when compiling.

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Pro Documentation integrated in Free Version.

Improvements and BugFixing for documentation.

Change variables from $brand-color to $color.

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