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Single-crossing condition

Single-crossing condition is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Single-crossing condition rather than just read about it. In short: In monotone comparative statics, the single-crossing condition or single-crossing property refers to a condition where the relationship between two or more functions is such that they will only cross once. For example, a mean-preserving spread will result in an altered probability distribution whose cumulative distribution function will intersect with the original's only once.

Single-crossing condition — main illustration
Single-crossing condition — illustration

Key takeaways

  • Single-crossing condition belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Single-crossing condition to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Single-crossing condition from memory before moving on to harder problems.

Reference excerpt

In monotone comparative statics, the single-crossing condition or single-crossing property refers to a condition where the relationship between two or more functions is such that they will only cross once. For example, a mean-preserving spread will result in an altered probability distribution whose cumulative distribution function will intersect with the original's only once. The single-crossing condition was posited in Samuel Karlin's 1968 monograph 'Total Positivity'. It was later used by Peter Diamond, Joseph Stiglitz, and Susan Athey, in studying the economics of uncertainty. The single-crossing condition is also used in applications where there are a few agents or types of agents that have preferences over an ordered set. Such situations appear often in information economics, contract theory, social choice and political economics, among other fields.

Example using cumulative distribution functions Cumulative distribution functions F and G satisfy the single-crossing condition if there exists a y ∗ {\displaystyle y^{*}} such that

∀ x , x ≥ y ∗ ⟹ F ( x ) ≥ G ( x ) {\displaystyle \forall x,x\geq y^{*}\implies F(x)\geq G(x)}

and

∀ x , x ≤ y ∗ ⟹ F ( x ) ≤ G ( x ) {\displaystyle \forall x,x\leq y^{*}\implies F(x)\leq G(x)} ; that is, function h ( x ) = F ( x ) − G ( x ) {\displaystyle h(x)=F(x)-G(x)} crosses the x-axis at most once, in which case it does so from below. This property can be extended to two or more variables. Given x and t, for all x'>x, t'>t,

F ( x ′ , t ) ≥ F ( x , t ) ⟹ F ( x ′ , t ′ ) ≥ F ( x , t ′ ) {\displaystyle F(x',t)\geq F(x,t)\implies F(x',t')\geq F(x,t')}

and

F ( x ′ , t ) > F ( x , t ) ⟹ F ( x ′ , t ′ ) > F ( x , t ′ ) {\displaystyle F(x',t)>F(x,t)\implies F(x',t')>F(x,t')} . This condition could be interpreted as saying that for x'>x, the function g(t)=F(x',t)-F(x,t) crosses the horizontal axis at most once, and from below. The condition is not symmetric in the variables (i.e., we cannot switch x and t in the definition; the necessary inequality in the first argument is weak, while the inequality in the second argument is strict).

Use in social choice and mechanism design

Social choice In social choice theory, the single-crossing condition is a condition on preferences. It is especially useful because utility functions are generally increasing (i.e. the assumption that an agent will prefer or at least consider equivalent two dollars to one dollar is unobjectionable). Specifically, a set of agents with some unidimensional characteristic α i {\displaystyle \alpha ^{i}} and preferences over different policies q satisfy the single crossing property when the following is true: If q > q ′ {\displaystyle q>q'} and α i ′ > α i {\displaystyle \alpha ^{i'}>\alpha ^{i}} or if q < q ′ {\displaystyle q<q'} and α i ′ < α i {\displaystyle \alpha ^{i'}<\alpha ^{i}} , then

W ( q ; α i ) ≥ W ( q ′ ; α i ) ⟹ W ( q ; α i ′ ) ≥ W ( q ′ ; α i ′ ) {\displaystyle W(q;\alpha ^{i})\geq W(q';\alpha ^{i})\implies W(q;\alpha ^{i'})\geq W(q';\alpha ^{i'})}

… excerpt ends here. Continue reading the full article.

Illustrations

Single-crossing condition: Example of two cumulative distribution functions F(x) and G(x) which satisfy the single-crossing condition.
Example of two cumulative distribution functions F(x) and G(x) which satisfy the single-crossing condition.

Worked examples

Example 1 — a first encounter with Single-crossing condition

Start with the simplest possible case. Write down what Single-crossing condition claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Single-crossing condition before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Single-crossing condition ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Single-crossing condition

In research
Single-crossing condition appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Single-crossing condition in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Single-crossing condition is common in secondary-school and first-year university syllabi. It links to neighbouring topics Asymmetric information, Fixed-point theorems, Utility function types, so understanding it makes those chapters shorter.
In everyday life
Look for Single-crossing condition outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Single-crossing condition in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Single-crossing condition means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Single-crossing condition out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Single-crossing condition in simple terms?

In monotone comparative statics, the single-crossing condition or single-crossing property refers to a condition where the relationship between two or more functions is such that they will only cross once. For example, a mean-preserving spread will result in an altered probability distribution whos…

Why does Single-crossing condition matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Single-crossing condition?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Single-crossing condition.

Tags

  • Asymmetric information
  • Fixed-point theorems
  • Utility function types

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