INTERVIEW PREP

数学与非代码面试题

覆盖数学、概率、统计、脑筋急转弯、机器学习和金融。这里负责筛选和进入单题;编程题使用独立的 LeetCode 式 coding lab。

题目
4169
领域
8
当前筛选
75

4 / 4

非代码面试题

显示 15 / 75 道匹配题目

答题状态:未尝试未正确已正确
3636Why Smooth Drift Terms Disappear from Quadratic VariationWhy do smooth finite-variation terms fail to contribute to quadratic variation even though they can dominate the path in level?随机过程中等essay未尝试面试订阅3637Why Independent Brownian Motions Have Zero CovariationWhy does independence of Brownian drivers force the covariation term to vanish?随机过程中等essay未尝试面试订阅3638Why Quadratic Variation Scales with the Square of a CoefficientWhy does multiplying a Brownian-driven process by c multiply its quadratic variation by c 2 rather than by c?随机过程中等essay未尝试面试订阅3639Why Quadratic Variation Identifies Diffusion StrengthWhy is quadratic variation often the cleanest object for reading off the local diffusion strength of a process?随机过程中等essay未尝试面试订阅3640Why a Time Change Alters Quadratic VariationWhy does replacing W t by W ct change quadratic variation even before any extra scaling coefficient is added?随机过程中等essay未尝试面试订阅6044Differential of W_t SquaredLet W t be standard Brownian motion. Apply Ito's lemma to f(W t) = W t 2 and write the resulting SDE d(W t 2) in terms of dt and dW t.随机过程简单derivation未尝试免费6045Expected Value of a GBMA stock follows dS t = 0.1 S t dt + 0.4 S t dW t with S 0 = 50. Compute E[S 3].随机过程简单数值题未尝试免费6046Differential of t Times W_tLet W t be standard Brownian motion. Using the Ito product rule, find d(t W t) and express the resulting SDE in terms of dt and dW t.随机过程中等derivation未尝试免费6047Variance of a Geometric Brownian MotionA GBM satisfies dS t = 0.06 S t dt + 0.25 S t dW t with S 0 = 1. Compute Var(S 2).随机过程困难数值题未尝试面试订阅6048Ito Isometry for a Time-Weighted IntegralLet W t be standard Brownian motion. Using the Ito isometry, compute E[(integral from 0 to 2 of s dW s) 2].随机过程中等数值题未尝试免费6049Quadratic Variation of a Stochastic IntegralDefine X t = integral from 0 to t of W s dW s. Compute the quadratic variation [X] T at T = 4, expressed as E[[X] T] (i.e. the expected accumulated quadratic variation).随机过程困难数值题未尝试面试订阅6050Closed-Form Solution of a Linear Multiplicative SDESolve the SDE dX t = a X t dt + b X t dW t with X 0 given, where a and b are constants. Write the explicit closed-form expression for X t.随机过程中等derivation未尝试免费6051Martingale Condition for W Squared Minus c tLet W t be standard Brownian motion. For what constant c is the process M t = W t 2 - c t a martingale?随机过程中等数值题未尝试免费6052Direction of Mean Reversion in a CIR ProcessA CIR process satisfies dX t = 2(0.04 - X t) dt + 0.1 sqrt(X t) dW t. The current value is X t = 0.07. Is the instantaneous drift positive or negative, and what is its numerical value?随机过程简单数值题未尝试免费6053SDE for the Exponential of Brownian MotionLet W t be standard Brownian motion and define Y t = e W t . Use Ito's lemma to find the SDE satisfied by Y t.随机过程简单derivation未尝试免费