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asset-allocation

Skill9 starsChanged 8 months agoMITView on GitHub

Life-cycle investing, risk profiling, IPS construction, rebalancing — systematic asset allocation for wealth management clients. Strategic Asset Allocation (SAA): - Long-term target weights based on client objectives, risk tolerance, and capital market expectations - Anchored in Modern Portfolio Theory (efficient frontier) - Reviewed annually or upon significant life changes - Drives 80-90% of portfolio return variability (Brinson, Hood, Beebower) Tactical Asset Allocation (TAA): - Short-term deviations from SAA to exploit market opportunities - Constrained by maximum deviation bands (e.g., +/-…

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  1. Distinctive:

    If required return exceeds risk tolerance: adjust goals or extend horizon

    line 48
  2. Distinctive:

    Taxable accounts: Prefer tax-efficient assets

    line 135
  3. Distinctive:

    Tax-deferred accounts (IRA, 401k, pension): Prefer tax-inefficient assets

    line 140
  4. Distinctive:

    Tax-exempt accounts (Roth IRA): Prefer highest expected return assets

    line 145
  5. Distinctive:

    Draft IPS: Document all decisions, constraints, and implementation plan

    line 159
  6. Distinctive:

    Annual review: Update capital market assumptions, reassess client circumstances

    line 162
  7. Distinctive:

    Diversification check: Ensure no single position > 5% (individual securities), no single manager > 20%

    line 169

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SKILL.md

Strategic Asset Allocation

Life-cycle investing, risk profiling, IPS construction, rebalancing — systematic asset allocation for wealth management clients.

When to Activate

  • Designing a strategic asset allocation for a client portfolio
  • Creating or updating an Investment Policy Statement (IPS)
  • Client risk profiling and suitability assessment
  • Evaluating asset class characteristics and role in portfolio
  • Tactical allocation overlay decisions
  • Portfolio rebalancing strategy
  • Tax-efficient portfolio construction
  • Inflation protection and liability-driven allocation

Core Concepts

Strategic vs. Tactical Asset Allocation

Strategic Asset Allocation (SAA):

  • Long-term target weights based on client objectives, risk tolerance, and capital market expectations
  • Anchored in Modern Portfolio Theory (efficient frontier)
  • Reviewed annually or upon significant life changes
  • Drives 80-90% of portfolio return variability (Brinson, Hood, Beebower)

Tactical Asset Allocation (TAA):

  • Short-term deviations from SAA to exploit market opportunities
  • Constrained by maximum deviation bands (e.g., +/- 5% per asset class)
  • Based on valuation signals, macro outlook, momentum
  • Success depends on market timing ability — difficult to do consistently

Risk Profiling

Three dimensions of risk assessment:

  1. Risk capacity (objective): How much risk can the client financially absorb?
    • Time horizon, income stability, wealth level, liquidity needs, insurance coverage
    • Longer horizon = higher risk capacity
    • Stable income + large portfolio relative to needs = higher capacity
  2. Risk tolerance (subjective): How much risk is the client willing to take?
    • Psychological comfort with volatility and drawdowns
    • Assessed through questionnaires, scenario discussions
    • Max acceptable drawdown is often the binding constraint
  3. Risk requirement: How much risk does the client need to take to achieve goals?
    • Required return to meet financial objectives
    • If required return exceeds risk tolerance: adjust goals or extend horizon

Risk profile categories:

ProfileEquity RangeMax Drawdown ToleranceTypical Horizon
Conservative0-25%-5 to -10%<5 years
Moderate-Conservative20-40%-10 to -15%5-10 years
Moderate35-55%-15 to -25%7-15 years
Moderate-Aggressive50-70%-25 to -35%10-20 years
Aggressive65-90%-35 to -50%>15 years

Asset Class Characteristics

Asset ClassExpected ReturnVolatilityRole in PortfolioInflation Protection
Cash/Money MarketLow (risk-free rate)Very lowLiquidity, stabilityPoor
Government Bonds (IG)Low-moderateLow-moderateDeflation hedge, stabilityPoor (nominal)
Inflation-Linked BondsLow-moderateLow-moderateInflation protectionGood
Corporate Bonds (IG)ModerateModerateIncome, diversificationModerate
High Yield BondsModerate-highModerate-highIncome, equity-like exposureModerate
Developed Market EquityModerate-highHighGrowth, long-term wealth buildingModerate
Emerging Market EquityHighVery highGrowth, diversificationModerate
Real Estate (REITs/direct)Moderate-highModerate-highIncome, inflation hedgeGood
CommoditiesLow-moderateHighDiversification, inflation hedgeGood
Private EquityHighHigh (illiquid)Return enhancementModerate
Hedge FundsModerateModerateDiversification, alphaVaries
GoldLowModerateCrisis hedge, diversificationGood

Life-Cycle Investing

Age-based approach (simplified):

Equity allocation = 100 - Age (or 110 - Age for aggressive version)

More sophisticated: Target-date glide path reducing equity exposure as retirement approaches.

Accumulation phase (working years):

  • Human capital (present value of future earnings) acts like a bond-like asset
  • Young investors: High equity allocation since human capital provides stability
  • As career progresses: Gradually shift toward bonds as human capital depletes

Decumulation phase (retirement):

  • Systematic withdrawal strategy
  • Sequence-of-returns risk is the primary threat
  • Bucket strategy: Short-term (cash, 1-3 years), medium-term (bonds, 3-10 years), long-term (equities, 10+ years)
  • Withdrawal rate: 3-4% rule (inflation-adjusted) as starting point

Liability-Driven Investing (LDI):

  • Match asset duration to liability duration
  • Common for pension funds, insurance companies, endowments
  • Hedging portfolio (duration-matched bonds) + return-seeking portfolio (equities, alternatives)

Investment Policy Statement (IPS)

Required elements:

  1. Client profile: Personal details, family situation, employment, health
  2. Investment objectives: Return target (nominal and real), income needs, capital growth
  3. Risk parameters: Risk profile, maximum drawdown tolerance, volatility budget
  4. Time horizon: Investment horizon, key milestones (retirement, education, estate)
  5. Liquidity needs: Ongoing distributions, anticipated large expenses
  6. Tax considerations: Tax status, tax-loss harvesting opportunities, asset location
  7. Legal and regulatory: Trusts, regulatory constraints, ERISA if applicable
  8. Unique circumstances: ESG preferences, concentrated positions, restricted securities
  9. Strategic asset allocation: Target weights and permissible ranges
  10. Rebalancing policy: Triggers, frequency, method
  11. Benchmark: Blended benchmark matching SAA weights
  12. Review schedule: Frequency of IPS review and portfolio reporting

Rebalancing Strategies

StrategyDescriptionProsCons
Calendar-basedRebalance at fixed intervals (quarterly, annually)Simple, disciplinedMay miss large dislocations
Threshold-basedRebalance when allocation drifts beyond band (e.g., +/-5%)Responsive to marketsRequires monitoring
CombinedCheck at fixed intervals, only act if threshold breachedBalanced approachSlightly complex
Cash flow rebalancingUse new contributions/withdrawals to move toward targetsTax-efficient, low costSlow for large deviations

Rebalancing considerations:

  • Transaction costs (commissions, bid-ask spreads)
  • Tax impact (realized gains from selling winners)
  • Wider bands for less liquid or more volatile assets
  • Narrower bands for core positions

Tax-Efficient Allocation (Asset Location)

Taxable accounts: Prefer tax-efficient assets

  • Index equity funds (low turnover, deferred gains)
  • Municipal bonds (tax-exempt income)
  • Tax-managed funds, ETFs

Tax-deferred accounts (IRA, 401k, pension): Prefer tax-inefficient assets

  • Actively managed funds (high turnover)
  • High-yield bonds, REITs (ordinary income)
  • Taxable bonds

Tax-exempt accounts (Roth IRA): Prefer highest expected return assets

  • Growth equities, emerging markets
  • Assets with highest expected appreciation

Methodology

Asset Allocation Process

  1. Client discovery: Comprehensive interview covering goals, fears, experience, family situation
  2. Risk profiling: Quantitative questionnaire + qualitative discussion + capacity analysis
  3. Capital market assumptions: Expected returns, volatilities, correlations for each asset class (typically from investment committee or external provider)
  4. Mean-variance optimization: Generate efficient frontier, apply constraints (min/max weights, liquidity, regulatory)
  5. SAA selection: Choose portfolio on efficient frontier matching client risk profile
  6. Stress testing: Simulate portfolio through historical crises (2008, 2020, inflation shocks)
  7. Draft IPS: Document all decisions, constraints, and implementation plan
  8. Implementation: Select vehicles (ETFs, funds, direct), execute trades
  9. Monitoring: Track performance vs. benchmark, monitor drift, prepare reports
  10. Annual review: Update capital market assumptions, reassess client circumstances

Portfolio Construction

  1. Core-satellite approach: Core (60-80%) in passive/index, satellite (20-40%) in active/thematic
  2. Vehicle selection: ETFs for liquid markets, mutual funds for active management, direct holdings for tax management
  3. Cost minimization: Total expense ratio (TER) budget, favor low-cost vehicles for efficient markets
  4. Diversification check: Ensure no single position > 5% (individual securities), no single manager > 20%

Templates

Asset Allocation Summary

Client: _______________     Risk Profile: _______________     Date: ___________

Asset Class              Target    Range         Current    Action
Cash                      ____%    ____-____%     ____%     ____________
Government Bonds          ____%    ____-____%     ____%     ____________
Corporate Bonds           ____%    ____-____%     ____%     ____________
Developed Mkt Equity      ____%    ____-____%     ____%     ____________
Emerging Mkt Equity       ____%    ____-____%     ____%     ____________
Real Estate               ____%    ____-____%     ____%     ____________
Alternatives              ____%    ____-____%     ____%     ____________
Total                     100%                    100%

Expected return (nominal): ____%    Volatility: ____%
Max drawdown (historical): ____%    Sharpe ratio: ____

IPS Summary

Client: _______________     Date: ___________

Objective:     [ ] Capital preservation  [ ] Income  [ ] Growth  [ ] Aggressive growth
Return target: ____% nominal / ____% real
Time horizon:  ____ years
Liquidity:     € ______ annual distribution / € ______ one-time (date: _______)
Risk profile:  _______________
Max drawdown:  ____%
Tax status:    _______________
ESG:           [ ] None  [ ] Exclusions  [ ] ESG integration  [ ] Impact
Benchmark:     _______________
Rebalancing:   [ ] Calendar (_______)  [ ] Threshold (±___%)  [ ] Combined
Review:        [ ] Quarterly  [ ] Semi-annual  [ ] Annual

Quality Gate

  • Risk profiling covers capacity, tolerance, and requirement
  • IPS documents all relevant constraints and objectives
  • Capital market assumptions are sourced and documented
  • SAA is consistent with risk profile and return requirements
  • Asset allocation is diversified across asset classes and geographies
  • Rebalancing policy is defined with clear triggers
  • Tax implications of allocation are considered (asset location)
  • Portfolio is stress-tested through historical scenarios
  • Costs (TER, transaction costs) are monitored and minimized
  • Review schedule is established and followed

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