RandomWalker (development version)
New Features
- Fix #235 - Add function
custom_walk()
to generate a random walk using a custom displacement function.
RandomWalker 1.0.0
CRAN release: 2025-08-18
New Features
- Fix #179 - Add function
random_wilcox_walk()
to generate a random walk using the Wilcoxon signed-rank test. - Fix #178 - Add function
random_weibull_walk()
to generate a random walk using the Weibull distribution. - Fix #177 - Add function
random_uniform_walk()
to generate a random walk using the Uniform distribution. - Fix #176 - Add function
random_t_walk()
to generate a random walk using the Student’s t-distribution. - Fix #175 - Add function
random_smirnov_walk()
to generate a random walk using the Smirnov distribution. - Fix #174 - Add function
random_wilcoxon_sr_walk()
to generate a random walk using the Wilcoxon signed-rank test with a specified number of steps. - Fix #173 - Add function
random_poisson_walk()
to generate a random walk using the Poisson distribution. - Fix #172 - Add function
random_negbinomial_walk()
to generate a random walk using the Negative Binomial distribution. - Fix #171 - Add function
random_multinomial_walk()
to generate a random walk using the Multinomial distribution. - Fix #170 - Add function
random_logistic_walk()
to generate a random walk using the Logistic distribution. - Fix #169 - Add function
random_lognormal_walk()
to generate a random walk using the Log-Normal distribution. - Fix #168 - Add function
random_hypergeometric_walk()
to generate a walk using the Hypergeometric distribution. - Fix #167 - Add function
random_geometric_walk()
to generate a random walk using the geometric distribution. - Fix #166 - Add function
random_f_walk()
to generate a random walk using the F-distribution. - Fix #165 - Add function
random_chisquared_walk()
to generate a random walk using the Chi-Squared distribution. - Fix #164 - Add function
random_binomial_walk()
to generate a random walk using the Binomial distribution. - Fix #163 - Add function
random_gamma_walk()
to generate a random walk using the Gamma distribution. - Fix #162 - Add function
random_exponential_walk()
to generate a random walk using the Exponential distribution. - Fix #161 - Add function
random_cauchy_walk()
to generate a random walk using the Cauchy distribution. - Fix #160 - Add function
random_beta_walk()
to generate a random walk using the Beta distribution. - Fix #193 - Add function
random_displacement_walk()
to generate a random walk using a custom displacement function.
Minor Fixes and Improvements
- Fix #231 - Update
subset_walks()
to allow for a new parameter of.value
to specify the column to subset by. It defaults to “y” - Fix #132 - Update
visualize_walks()
to allow.pluck
to accept a vector of column names to pluck multiple graphs.
RandomWalker 0.3.0
CRAN release: 2025-05-06
Breaking Changes
- Fix #107 - This change allows for the generation of random walks with up to 3 dimensions. Due to this what was the
x
column is now calledstep_number
for all random walk functions including rw30(). Thex
column is now the first dimension of a 2D/3D random walk.
New Features
- Fix #105 - Add internal function
rand_walk_column_names()
to generate column names for random walks. - Fix #142 - Add vector function
confidence_interval()
to generate confidence interval tibble. - Fix #71 - Add function subset_walks() to subset random walks by max or min value.
Minor Fixes and Improvements
- Fix #107 - Add
.dimensions
parameter to random walk functions to allow for the generation of random walks with up to 3 dimensions!
RandomWalker 0.2.0
CRAN release: 2024-10-23
New Features
- Fix #92 - Add Function
std_cum_sum_augment()
to calculate the cumulative sum of a random walk. - Fix #93 - Add Function
std_cum_prod_augment()
to calculate the cumulative product of a random walk. - Fix #94 - Add Function
std_cum_min_augment()
to calculate the cumulative minimum of a random walk. - Fix #95 - Add Function
std_cum_max_augment()
to calculate the cumulative maximum of a random walk. - Fix #96 - Add Function
std_cum_mean_augment()
to calculate the cumulative mean of a random walk. - Fix #113 - Add Function
get_attributes()
to get attributes without therow.names
- Fix #123 - Add Function
running_quantile()
to calculate the running quantile of a given vector.
Minor Improvements and Fixes
- Fix #117 - Add
.interactive
parameter tovisualize_walks()
to allow for interactive plots. - Fix #120 - Add
.pluck
parameter tovisualize_walks()
to allow for plucking of specific graph of walks.
RandomWalker 0.1.0
CRAN release: 2024-09-15
New Features
- Fix #9 - Add Function
rw30()
to generate 30 random walks of 100 steps each - Fix #17 - Add Function
geometric_brownian_motion()
to generate Geometric Brownian Motion - Fix #18 - Add Function
random_normal_drift_walk()
to generate Random Walk with Drift - Fix #16 - Add Function
brownian_motion()
to generate Brownian Motion - Fix #13 - Add Function
random_normal_walk()
to generate Random Walk - Fix #30 - Add Function
discrete_walk()
to generate Discrete Random Walk - Fix #43 - Add vectorized functions
- Fix #44 - Add Function
internal_rand_walk_helper()
to help generate common columns for random walks. - Fix #34 - Add Function
euclidean_distance()
to calculate the Euclidean distance of a random walk. - Fix #33 - Add Function
visualize_walks()
to visualize random walks. - Fix #66 - Add Function
summarize_walks()
to summarize random walks.