Linear model function lm() error: NA/NaN/Inf in foreign function call (arg 1)

Say I have data.frame a

I use

m.fit <- lm(col2 ~ col3 * col4, na.action = na.exclude)

col2 has some NA values, col3 and col4 have values less than 1.

I keep getting

Error in lm.fit(x, y, offset = offset, singular.ok = singular.ok, ...) : 
NA/NaN/Inf in foreign function call (arg 1)

I’ve checked the mailing list and it appears that it is because of the NAs in col2 but I tried using na.action=na.exclude/omit/pass but none of them seem to work. I’ve tested lm again on first 10 entries, definitely not because of the NAs. Problem with this warning is every google results seem to be pointing at NA.

Did I misinterpret the error or am I using lm wrongly?

Data is at kaggle. I’m modelling MonthlyIncome data using linear regression (as I couldn’t get a certain glm family to work). I’ve created my own variables to use but if you try to model MonthlyIncome with variables already present it fails.

Related Posts:

  1. Emulate ggplot2 default color palette
  2. ggplot wrong color assignment
  3. How to rename a single column in a data.frame?
  4. Could not find function “%<>%” with dplyr loaded
  5. R Error in x$ed : $ operator is invalid for atomic vectors
  6. ggplot2 line chart gives “geom_path: Each group consist of only one observation. Do you need to adjust the group aesthetic?”
  7. How to open CSV file in R when R says “no such file or directory”?
  8. Error: could not find function “%>%”
  9. What does na.rm=TRUE actually means?
  10. Error in if/while (condition) {: missing Value where TRUE/FALSE needed
  11. How to change legend title in ggplot
  12. Changing column names of a data frame
  13. Counting the number of elements with the values of x in a vector
  14. Non-numeric Argument to Binary Operator Error in R
  15. Non-numeric Argument to Binary Operator Error in R
  16. Error in Confusion Matrix : the data and reference factors must have the same number of levels
  17. Error in file(file, “rt”) : invalid ‘description’ argument in complete.cases program
  18. Error in Confusion Matrix : the data and reference factors must have the same number of levels
  19. Error in colMeans(x, na.rm = TRUE) : ‘x’ must be numeric, What should I do in this situation?
  20. Extracting value specific rows in R
  21. “Error: Mapping should be created with `aes()` or `aes_()`.”
  22. Principal Components Analysis:Error in colMeans(x, na.rm = TRUE) : ‘x’ must be numeric
  23. plot.new has not been called yet
  24. Error in lm.fit(x,y,offset = offset, singular.ok,…) 0 non-NA cases with boxcox formula
  25. Persistent invalid graphics state error when using ggplot2
  26. Logistic regression – eval(family$initialize) : y values must be 0 <= y <= 1
  27. Opposite of %in%: exclude rows with values specified in a vector
  28. What does %*% mean in R [duplicate]
  29. Why am I getting “algorithm did not converge” and “fitted prob numerically 0 or 1” warnings with glm?
  30. Add text to ggplot
  31. Rotating and spacing axis labels in ggplot2
  32. Opposite of %in%: exclude rows with values specified in a vector
  33. Using Caret Package but Getting Error in library(e1071)
  34. Reading PSV (pipe-separated) file or string
  35. plot.new has not been called yet
  36. Subscript out of bounds – general definition and solution?
  37. Error: unexpected symbol/input/string constant/numeric constant/SPECIAL in my code
  38. Remove NA values from a vector
  39. character string is not in a standard unambiguous format
  40. Remove rows with all or some NAs (missing values) in data.frame
  41. duplicate ‘row.names’ are not allowed error
  42. Function to clear the console in R and RStudio
  43. Adding a regression line on a ggplot
  44. Invalid factor level, NA generated warning
  45. invalid type (list) for variable
  46. Error: unexpected ‘}’ in “}” in R [duplicate]
  47. Error in table “all arguments must have the same length”
  48. How to not run an example using roxygen2?
  49. Add empty columns to a dataframe with specified names from a vector
  50. Error with apply function
  51. `fread` with headers with special characters (latin1) and unusual nested quotes
  52. Generate a set of random unique integers from an interval
  53. How to move or position a legend in ggplot2
  54. Rotating and spacing axis labels in ggplot2
  55. “installation of package ‘FILE_PATH’ had non-zero exit status” in R
  56. Plot multiple lines (data series) each with unique color in R
  57. reshape2 melt warning message
  58. Replace all particular values in a data frame
  59. Plot a legend outside of the plotting area in base graphics?
  60. Still getting error in dev.off() : cannot shut down device 1 (the null device)
  61. How to sum a variable by group
  62. lme4 error: boundary (singular) fit: see ?isSingular
  63. dcast warning: ‘Aggregation function missing: defaulting to length’
  64. How to get summary statistics by group
  65. Non-conformable arrays error in code
  66. object of type ‘builtin’ is not subsettable
  67. What causes an R script to get Killed?
  68. Combine two data frames by rows (rbind) when they have different sets of columns
  69. Function to calculate R2 (R-squared) in R
  70. dplyr mutate with conditional values
  71. `Error in file(con, “r”) : cannot open the connection` from running BRugsFit()
  72. Getting invalid model formula in ExtractVars when using rpart function in R
  73. Too few periods for decompose()
  74. How to solve prcomp.default(): cannot rescale a constant/zero column to unit variance
  75. incorrect number of subscripts on matrix in R
  76. How Do You Compare Two Strings in R?
  77. changing title in multiplot ggplot2 using grid.arrange
  78. How to split data into training/testing sets using sample function
  79. Correct syntax for mutate_if
  80. Creating a Plot Window of a Particular Size
  81. Error in xj[i] : invalid subscript type ‘list’
  82. How do you specifically order ggplot2 x axis instead of alphabetical order?
  83. Sample random rows in dataframe
  84. Error in eval(predvars, data, env) : object ‘Rm’ not found
  85. How to initialize a vector with fixed length in R
  86. Efficiently sum across multiple columns in R
  87. How do I clean up R memory without restarting my PC?
  88. Side-by-side plots with ggplot2
  89. lib unspecified & Error in loadNamespace
  90. How to convert data.frame column from Factor to numeric [duplicate]
  91. Merge data frames based on rownames in R
  92. What do these R glm error messages mean: “Error: no valid set of coefficients has been found: please supply starting values”
  93. Remove columns from dataframe where some of values are NA
  94. why nrow(dataframe) and length(dataframe) in r give different results?
  95. how to add dashed horizontal line with label in ggplot
  96. cbind warnings : row names were found from a short variable and have been discarded
  97. What is the meaning of the dollar sign “$” in R function()?
  98. Filter rows which contain a certain string
  99. How can I change the name of a data frame
  100. How to calculate combination and permutation in R?

Leave a Comment