GMATGRESATCATQuant

The 'Symmetric Sequence' Trick for Standard Deviation

Stop calculating! Learn how to use the properties of symmetry to solve hard SD questions in seconds.

Murtuza Gadiwala
Murtuza Gadiwala99th-%ile Mentor
Jan 25, 2026 6 min read
Share:
Video Masterclass Breakdown
Pro-Tip: Watch the visual explanation, then follow the detailed breakdown below.

As a 99th percentile instructor, I've seen countless students grapple with the Quantitative section, especially when they encounter terms that sound intimidating. Two such terms that often trip up test-takers are "symmetric sequence" and "standard deviation." But what if I told you that, for exams such as GMAT, GRE, CAT and SAT these concepts are far simpler than they appear?

Let me walk you through a classic Quant problem to show you how you can tackle it with confidence, just like my most successful students do.

Question source: GMAT™ Official Guide (Difficulty: Hard)

A certain characteristic in a large population has a distribution that is symmetric about the mean m. If 68% of the distribution lies within one standard deviation d of the mean, what percent of the distribution is less than m + d?

  • 16%
  • 32%
  • 48%
  • 84%
  • 92%

Key Concept 1: The Power of a "Symmetric Sequence"

This is the first major clue. When a sequence is defined as "symmetric about the mean," it simply means the values are perfectly balanced on either side of the average.

Here's my crucial insight: For any symmetric sequence, the mean is always equal to the median. This means the mean (m) sits at the exact center, representing the 50% mark of all values.

Key Concept 2: Unpacking "Standard Deviation"

When you hear "one standard deviation away," simply think of it as "one step or one leap" from the mean. The problem states that "68% of the values are within one standard deviation." Since the distribution is symmetric, this 68% is split perfectly:

  • 34% of the data lies between the mean (m) and one step above it (m+d).
  • The other 34% lies between the mean (m) and one step below it (m-d).

Putting It Together

Follow the steps on the interactive number line below to see my method in action.

Click the percentage cards to build the solution

m - d
m
m + d

Start by clicking the card for the Mean (m).

And just like that, a seemingly complex Quant problem becomes a straightforward calculation! Remember, mastering these fundamental interpretations is key to acing the Quant section on GMAT, GRE, CAT and SAT. Keep practicing, and you'll soon find these challenging questions becoming your strongest assets!

Found this breakdown helpful? Share with other test-takers:
Share:
Murtuza Gadiwala

Murtuza Gadiwala

99th-Percentile Test Prep Mentor & Founder

Instructor Bio

Murtuza is a recognized aptitude expert with 20+ years of experience coaching thousands of students to 700+ GMAT, 330+ GRE, 1500+ SAT, and 99+%ile CAT scores. His methodology eliminates formulaic memorization in favor of logical problem decomposition and rapid pattern recognition.

99th-%ile Scorer 20+ Years Mentoring 5,000+ Students Coached
Keep Learning

Related Strategy Masterclasses

View All Posts
Transform Your Preparation

Master the Logic Behind the Exam

Ditch rote formulas and trial-and-error. Build rapid intuition, adaptive test-taking discipline, and 99th-percentile accuracy with Murtuza Gadiwala's structured coaching.