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I always use the package ErrorBarLogPlots. From the website:

ErrorBarLogPlots.m is a package which adds log-scale plotting functions similar to the standard ErrorListPlot provided in Mathematica 6. The added functions are ErrorListLogPlot, ErrorListLogLinearPlot, and ErrorListLogLogPlot."