loess Questions

3

My data is like below. Two column, serial number (SL) and the expression value (log) > df SL log 1 1.5 2 -2.5 3 1.0 4 2.5 5 -1. > ggplot(df, aes(x = SL, y = log)) + geom_point(size = 0.5, ...
Faction asked 6/3, 2024 at 23:32

4

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I am trying to replicate this simple example given in the Coursera R Regression Models course: require(datasets) data(swiss) require(GGally) require(ggplot2) ggpairs(swiss, lower = list(continuous...
Pumphrey asked 29/1, 2016 at 13:3

3

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Alright, I'm waving my white flag. I'm trying to compute a loess regression on my dataset. I want loess to compute a different set of points that plots as a smooth line for each group. The pro...
Leastwise asked 3/5, 2018 at 20:8

1

I am using the package plotnine to make ggplot's. In this context I wanted to use "loess". The package gives an error and says: "For loess smoothing, install 'scikit-misc'". I i...
Sena asked 8/8, 2021 at 8:33

4

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I am attempting to understand how the predict.loess function is able to compute new predicted values (y_hat) at points x that do not exist in the original data. For example (this is a simple exampl...
Maximin asked 10/10, 2012 at 14:40

2

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I'd like to know how to fill the area between to loess-smoothed lines in ggplot. The following data frame is used for the pictures: x y ymin ymax grp ydiff 1 1 3.285614 3.285614 10.14177 min 6.8...
Ritualist asked 28/10, 2013 at 19:15

3

I have these data: x <- c(6.626,6.6234,6.6206,6.6008,6.5568,6.4953,6.4441,6.2186,6.0942,5.8833,5.702,5.4361,5.0501,4.744,4.1598,3.9318,3.4479,3.3462,3.108,2.8468,2.3365,2.1574,1.899,1.5644,1.30...
Jorum asked 7/1, 2017 at 7:12

1

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This is probably a very basic question but I haven't found an answer yet. Is there an equivalent to the span argument in the geom_smooth function when method = "gam"? I am not familiar wi...
Wb asked 22/12, 2020 at 9:10

2

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I have this issue now, I cannot import STL from statsmodels. I've tried to uninstall statsmodels as it was recommended somewhere with a similar issue but it is not possible, at least the way I do i...
Shunt asked 19/11, 2019 at 7:34

3

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How would I calculate the confidence intervals for a LOWESS regression in Python? I would like to add these as a shaded region to the LOESS plot created with the following code (other packages than...
Teets asked 28/6, 2015 at 20:45

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I am having a problem with loess lines displaying properly in ggplot. I have several variables, none of which can go below zero e.g. heights, weights and abundances. I am trying to plot this data i...
Elaterid asked 22/5, 2018 at 15:55

1

I'm very new at this and I don't actually understand the differences between the plotting methods, but loess seems to be giving me the most informative graphs, considering I have a small-ish data s...
Perpetuity asked 16/4, 2018 at 21:25

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I am using geom_smooth from the ggplot2 package to create a smoothed line on a time series scatter plot (one point for each day of the year, so I have 365 points). One of the arguments is called sp...
Tiffie asked 20/2, 2017 at 7:36

1

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I'm trying to write a for loop to repeat (c) and (d) 100 times. I want to print the estimates of TRS-TRS0 at each iteration of the for loop. It should stop algorithm if it is small (say 1/10000). F...
Dewar asked 18/11, 2017 at 1:5

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I have a data set with some points in it and want to fit a line on it. I tried it with the loess function. Unfortunately I get very strange results. See the plot bellow. I expect a line that goes m...
Floatstone asked 11/3, 2013 at 9:39

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I am comparing two lines that were regressed using LOESS. I want to display the confidence intervals of the two lines clearly, and I am having some difficulties. I have tried using a variety of l...
Vi asked 29/4, 2017 at 6:9

0

I asked a previous question regarding LOESS errors and warnings : LOESS warnings/errors related to span in R . The issue related to warnings like these that occurred while trying to run a LOESS reg...
Amoroso asked 15/8, 2016 at 2:30

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I am running a LOESS regression in R and have come across warnings with some of my smaller data sets. Warning messages: 1: In simpleLoess(y, x, w, span, degree = degree, parametric = parametr...
Bentz asked 10/8, 2016 at 4:46

1

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I am having some issues trying to compete a LOESS regression with a data set. I have been able to properly create the line, but I am unable to get it to plot correctly. I ran through the data lik...
Proser asked 28/5, 2016 at 14:3

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I am looking to remove outliers before I apply a model. I am using a Loess curve to delimit the trend line and have set outlier limits. I would like to remove the rows that are outside the defined ...
Hallmark asked 7/11, 2014 at 12:26

4

I'm a developer up in Portland, OR. I'm wondering if anyone can assist: I'm working on Loess fit models using R, once I have the fit accomplished, I'm looking to back-out the equation of the fitte...
Pericarp asked 23/11, 2009 at 18:42

0

I am trying to analyze a very large dataset (over 10 million rows; OK, it's big in my field). I'm trying to generate a smoothed regression plot using the following command: ggplot(dataset, aes(x=I...
Allyl asked 7/6, 2015 at 2:45

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I am struggling with "out-of-sample" prediction using loess. I get NA values for new x that are outside the original sample. Can I get these predictions? x <- c(24,36,48,60,84,120,180)...
Honeydew asked 6/1, 2015 at 10:10

1

I'm trying to fit a model using loess, and I'm getting errors such as "pseudoinverse used at 3", "neighborhood radius 1", and "reciprocal condition number 0". Here's a MWE: x = 1:19 y = c(NA,71.5,...
Hannibal asked 17/12, 2014 at 15:22

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I'm trying to compute the convert a R script to java using the apache.commons.math library. Can I use org.apache.commons.math.analysis.interpolation.LoessInterpolator in place of R loess ? I cannot...
Leader asked 3/10, 2012 at 8:32

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