Math 2.0

Measure and integration Definition

Convergence in measure

Builds on Measure spaceMeasurable function

Definition

Let (X,Σ,μ)(X, \Sigma, \mu) be a measure space, and let f1,f2,…f_1, f_2, \ldots and ff be measurable functions from XX to ℝ\R. The sequence (fn)(f_n) converges in measure to ff if for every ε>0\varepsilon > 0 lim⁡n→∞μ({x∈X:∣fn(x)−f(x)∣≥ε})=0.\lim_{n \to \infty} \mu\big(\set{x \in X : \abs{f_n(x) - f(x)} \ge \varepsilon}\big) = 0.

Remarks

Example: on [0,1][0, 1] with Lebesgue measure, write n=2k+jn = 2^k + j with 0≤j<2k0 \le j < 2^k and let fn=𝟏[j2−k,(j+1)2−k]f_n = \mathbf{1}_{[j 2^{-k}, (j+1) 2^{-k}]}. For 0<ε≤10 < \varepsilon \le 1, the set where ∣fn∣≥ε\abs{f_n} \ge \varepsilon has measure 2−k2^{-k}, which tends to 00, so fn→0f_n \to 0 in measure. But each x∈[0,1]x \in [0, 1] has fn(x)=1f_n(x) = 1 for infinitely many nn, so fn(x)f_n(x) converges for no xx. Non-example: on ℝ\R with Lebesgue measure, fn=𝟏[n,n+1]f_n = \mathbf{1}_{[n, n+1]} tends to 00 at every point, but the set where ∣fn∣≥1/2\abs{f_n} \ge 1/2 has measure 11 for all nn. A local variant asks the limit to be 00 only for the restriction to each set of finite measure. Convergence in LpL^p for some 1≤p<∞1 \le p < \infty implies convergence in measure, by Chebyshev's inequality.

Reading path

To understand this page from the ground up, read these 3 pages in order. The foundations come first.

Show the path as a graph
Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
  • no evidence level
  1. Measurable function concept
  2. Measure space concept
  3. Convergence in measure definition

Where this leads

1 page builds on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Convergence_in_measure
About this page
TagBP8S3Z5TW9
URIm2://BP8S3Z5TW9
Kinddefinition
WritingW0 stub
MSC28A20
DefinesConvergence in measure
UsesMeasure space, Measurable function
Changed2 November 2026

Markdown · JSON · Edit on GitHub

What this page needs for W1

  • an inventory row: the row of the inventory that the node accounts for (0 of 1)
  • a source with a locator (0 of 1)

The writing levels say how complete the text of a page is. They do not measure its truth.

What links here

Used by