Remove Nth Node from End of List in DSA C# - Time & Space Complexity

Time Complexity: Remove Nth Node from End of List

O(n)

Understanding Time Complexity

We want to understand how the time needed to remove the nth node from the end of a linked list changes as the list grows.

How does the number of steps grow when the list gets longer?

Scenario Under Consideration

Analyze the time complexity of the following code snippet.

public ListNode RemoveNthFromEnd(ListNode head, int n) {
    ListNode fast = head, slow = head;
    for (int i = 0; i < n; i++) {
        fast = fast.next;
    }
    if (fast == null) return head.next;
    while (fast.next != null) {
        fast = fast.next;
        slow = slow.next;
    }
    slow.next = slow.next.next;
    return head;
}
    

This code removes the nth node from the end of a singly linked list by using two pointers moving through the list.

Identify Repeating Operations

Identify the loops, recursion, array traversals that repeat.

• Primary operation: Moving pointers through the list using loops.
• How many times: The first loop moves the fast pointer n times; the second loop moves both pointers until fast reaches the end, which can be up to (length - n) times.

How Execution Grows With Input

As the list size grows, the number of steps to move pointers grows roughly in proportion to the list length.

Input Size (length)	Approx. Operations
10	About 10 steps to move pointers
100	About 100 steps to move pointers
1000	About 1000 steps to move pointers

Pattern observation: The steps increase linearly as the list gets longer.

Final Time Complexity

Time Complexity: O(n)

This means the time to remove the nth node from the end grows in a straight line with the size of the list.

Common Mistake

[X] Wrong: "Since we only move the fast pointer n times first, the time is O(n) where n is the position from the end, not the list length."

[OK] Correct: The second loop moves the pointers through the rest of the list, which depends on the total list length, not just n.

Interview Connect

Understanding this time complexity helps you explain how efficient your solution is when working with linked lists, a common topic in interviews.

Self-Check

"What if we used a single pass with a stack instead of two pointers? How would the time complexity change?"

Practice

1. What does the problem Remove Nth Node from End of List ask you to do?

easy

A. Delete the node that is the nth from the end in a linked list

B. Add a new node at the nth position from the start

C. Reverse the linked list

D. Find the value of the nth node from the start

Solution

1. Step 1: Understand the problem statement

   The problem asks to remove the node that is nth from the end of a singly linked list.

2. Step 2: Clarify what removal means

   Removal means unlinking that node so the list skips it, keeping the rest intact.

3. Final Answer:

   Delete the node that is the nth from the end in a linked list -> Option A

4. Quick Check:

   Remove nth from end = Delete nth from end [OK]

Hint: Focus on 'remove nth from end' means delete that node [OK]

Common Mistakes:

• Confusing nth from end with nth from start
• Thinking it means reversing the list
• Trying to find value instead of removing node

2. Which of the following C# code snippets correctly declares a singly linked list node class for this problem?

easy

A. public class ListNode { int val; ListNode next; ListNode(int x) { val = x; next = null; } }

B. class Node { int val; Node next; Node(int x) { val = x; next = null; } }

C. public struct ListNode { public int val; public ListNode next; }

D. public class ListNode { public int val; public ListNode next; public ListNode(int x) { val = x; next = null; } }

Solution

1. Step 1: Check for public access modifiers

   public class ListNode { public int val; public ListNode next; public ListNode(int x) { val = x; next = null; } } uses public class and public members, which is correct for external access.

2. Step 2: Verify constructor and member initialization

   public class ListNode { public int val; public ListNode next; public ListNode(int x) { val = x; next = null; } } correctly initializes val and next in constructor; others miss public or use struct incorrectly.

3. Final Answer:

   public class ListNode { public int val; public ListNode next; public ListNode(int x) { val = x; next = null; } } -> Option D

4. Quick Check:

   Proper class with public members = public class ListNode { public int val; public ListNode next; public ListNode(int x) { val = x; next = null; } } [OK]

Hint: Use public class and public members for linked list nodes [OK]

Common Mistakes:

• Missing public keyword causing access errors
• Using struct instead of class for linked list node
• Not initializing next to null in constructor

3. What will be the output linked list after removing the 2nd node from the end in the list: 1 -> 2 -> 3 -> 4 -> 5 -> null?

medium

A. 1 -> 3 -> 4 -> 5 -> null

B. 1 -> 2 -> 4 -> 5 -> null

C. 1 -> 2 -> 3 -> 5 -> null

D. 2 -> 3 -> 4 -> 5 -> null

Solution

1. Step 1: Identify the 2nd node from the end

   The list is 1->2->3->4->5. Counting from end: 5 (1st), 4 (2nd). So node with value 4 is to be removed.

2. Step 2: Remove node with value 4

   Link node 3's next to node 5, skipping node 4. Result: 1->2->3->5->null.

3. Final Answer:

   1 -> 2 -> 3 -> 5 -> null -> Option C

4. Quick Check:

   Remove 2nd from end (4) = 1->2->3->5 [OK]

Hint: Count from end to find node, then skip it [OK]

Common Mistakes:

• Removing the wrong node counting from start
• Removing node with value 3 instead of 4
• Not updating links correctly causing broken list

4. Given the following code snippet to remove the nth node from end, what is the bug?

public ListNode RemoveNthFromEnd(ListNode head, int n) {
  ListNode fast = head;
  ListNode slow = head;
  for (int i = 0; i < n; i++) {
    fast = fast.next;
  }
  while (fast.next != null) {
    fast = fast.next;
    slow = slow.next;
  }
  slow.next = slow.next.next;
  return head;
}

medium

A. Does not handle case when fast becomes null after initial loop

B. Uses slow pointer incorrectly by moving it too early

C. Returns slow instead of head

D. Does not update fast pointer inside the loop

Solution

1. Step 1: Analyze fast pointer movement

   Fast moves n steps ahead. If n equals list length, fast becomes null.

2. Step 2: Check for null fast before accessing fast.next

   Code does not check if fast is null before while loop, causing NullReferenceException.

3. Final Answer:

   Does not handle case when fast becomes null after initial loop -> Option A

4. Quick Check:

   Null fast after n steps = bug [OK]

Hint: Check if fast is null after initial n steps [OK]

Common Mistakes:

• Ignoring null check for fast pointer
• Moving slow pointer before fast is properly positioned
• Returning wrong node as new head

5. You want to remove the 1st node from the end of a linked list with only one node: 10 -> null. What should the resulting list be?

hard

A. 10 -> null

B. null (empty list)

C. Error because list is too short

D. 10 -> 10 -> null

Solution

1. Step 1: Understand removing 1st node from end in single-node list

   Removing last node means list becomes empty.

2. Step 2: Resulting list after removal

   Since only node is removed, list is now null (empty).

3. Final Answer:

   null (empty list) -> Option B

4. Quick Check:

   Remove only node = empty list [OK]

Hint: Removing last node in single-node list empties it [OK]

Common Mistakes:

• Returning original list instead of empty
• Expecting error instead of empty list
• Trying to access next node which does not exist