Wrangle and Analyze Growth Curve Data


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Documentation for package ‘gcplyr’ version 1.10.0

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auc Calculate area under the curve
block_tidydesign Turn tidydesign into block format
calc_deriv Calculate derivatives of vector of data
centroid Calculate centroid
CentroidFunctions Calculate centroid
centroid_both Calculate centroid
centroid_x Calculate centroid
centroid_y Calculate centroid
doubling_time Calculate doubling time equivalent of per-capita growth rate
example_design_tidy Design for example growth curve data A tidy-shaped dataset with the experimental design (i.e. plate layout) for the example data included with 'gcplyr'.
example_widedata Example noisy growth curve data in wide format
example_widedata_noiseless Example growth curve data in wide format
ExtremaFunctions Find local extrema of a numeric vector
extr_val Extract parts of an object
find_local_extrema Find local extrema of a numeric vector
find_threshold_crosses Find point(s) when a numeric vector crosses some threshold
first_above Find point(s) when a numeric vector crosses some threshold
first_below Find point(s) when a numeric vector crosses some threshold
first_maxima Find local extrema of a numeric vector
first_minima Find local extrema of a numeric vector
first_peak Find the first local maxima of a numeric vector
from_excel A function that converts base-26 Excel-style letters to numbers
gc_smooth.spline Fit a Smoothing Spline
import_blockdesigns Import blockdesigns
import_blockmeasures Import blockmeasures
lag_time Calculate lag time
makemethod_train_smooth_data Create method argument for train of growth curve smoothers
make_design Make design data.frame(s)
make_designpattern Make design pattern
make_example Create R objects or files as seen in vignette examples
make_tidydesign Make tidy design data.frames
max_gc Maxima and Minima
mdp Make design pattern
merge_dfs Collapse a list of dataframes, or merge two dataframes together
MinMaxGC Maxima and Minima
min_gc Maxima and Minima
MovingWindowFunctions Moving window smoothing
moving_average Moving window smoothing
moving_median Moving window smoothing
paste_blocks Paste a list of blocks into a single block
predict_interpolation Predict data by linear interpolation from existing data
print_df Nicely print the contents of a data.frame
read_blocks Read blocks
read_tidys Read tidy-shaped files
read_wides Read wides
separate_tidy Separate a column into multiple columns
smooth_data Smooth data
solve_linear Return missing information about a line
ThresholdFunctions Find point(s) when a numeric vector crosses some threshold
to_excel A function that converts numbers into base-26 Excel-style letters
train_smooth_data Test efficacy of different smoothing parameters
trans_block_to_wide Transform blocks to wides
trans_wide_to_tidy Pivot widemeasures longer
uninterleave Uninterleave list
WhichMinMaxGC Where is the Min() or Max() or first TRUE or FALSE?
which_max_gc Where is the Min() or Max() or first TRUE or FALSE?
which_min_gc Where is the Min() or Max() or first TRUE or FALSE?
write_blocks Write block designs to csv