BOSTON Forecast - Simple Moving Average

Bonds . USA . 
Bond . BOSTON PPTYS LTD
10112RAY0   95.87  -3.56  -3.58%   
Simple Moving Average is applied to BOSTON PPTYS LTD's daily closing prices, and the resulting forecast is presented with accuracy metrics. Wide deviation between fitted and observed values suggests the model's assumptions may not match current market conditions. These values update automatically with each new closing price. The Simple Moving Average model projects BOSTON at 95.87 for the next trading day, at the most recent closing price. This Simple Moving Average output is provided as analytical reference and does not constitute a trading recommendation.
The two-period moving average forecast for BOSTON replaces each daily closing price with the mean of that price and the preceding day's close. This produces a lightly smoothed series that closely tracks the actual price with a one-period lag.

Simple Moving Average Price Forecast For the 8th of May

Over a 90-day horizon, the Simple Moving Average model forecasts BOSTON at 95.87 for the next trading day, with a mean absolute deviation of 0.77 , mean absolute percentage error of 0.01 , and sum of absolute errors of 46.02 .
This represents a very tight forecast — the model closely tracks BOSTON's recent price behavior. This output is intended for short-term analytical reference.

Bond Forecast Pattern

Backtest BOSTON  BOSTON Price Prediction  Research Analysis  

Forecasted Value

BOSTON's next-session forecast estimates practical downside and upside boundaries based on the model's historical fit. The projected band runs from roughly 95.31 on the downside to about 96.43 on the upside. The narrow range indicates limited short-term dispersion.
Market Value
95.87
95.31
Downside
95.87
Expected Value
96.43
Upside
Target Odds

Model Predictive Factors

The table below summarizes the Simple Moving Average model's error metrics for BOSTON bond. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction.
AICAkaike Information Criteria117.1636
BiasArithmetic mean of the errors 0.0809
MADMean absolute deviation0.7671
MAPEMean absolute percentage error0.0081
SAESum of the absolute errors46.025
With only two periods, the model is highly responsive to recent BOSTON PPTYS LTD price changes but provides minimal noise reduction. It is best suited for short-term evaluation of low-to-moderate volatility price series. A widening gap between the forecast and actual values may indicate an acceleration in price momentum.

Other Forecasting Options for BOSTON

BOSTON's daily price returns decompose into trend, seasonal, and residual components. Divergence between short-term and long-term averages in BOSTON often signals an upcoming reversal or acceleration. Gap analysis of BOSTON Bond data examines overnight jumps between BOSTON's closing and opening prices.
Naive Prediction
Simple Exponential Smoothing
Double Exponential Smoothing
Triple Exponential Smoothing
Simple Regression
Polynomial Regression
Simple Moving Average
4 Period Moving Average
8 Period Moving Average
20 Period Moving Average

BOSTON Related Equities

These stocks are related to BOSTON within the Financial space and can be used for peer review, pricing, or spreading risk. Looking at BOSTON's pricing multiples next to these peers shows if the stock trades at a premium or discount.
 Risk & Return  Correlation

BOSTON Market Strength Events

Market strength indicators for BOSTON bond provide a framework for assessing security responsiveness. A rising Accumulation/Distribution line alongside rising price confirms institutional buying interest in BOSTON. Median and Typical Price smooth out intraday extremes, providing a cleaner reference level for evaluating BOSTON sessions.
Rate Of Daily Change0.96
Day Median Price95.87
Day Typical Price95.87
Price Action Indicator-1.78
Period Momentum Indicator-3.56
Relative Strength Index48.17

BOSTON Risk Indicators

Assessing BOSTON's risk indicators is a structured way to evaluate the risk-return trade-off for boston bond. The level of risk embedded in BOSTON's feeds directly into exposure calibration. Comparing BOSTON's downside variance to total variance reveals whether the risk profile is skewed toward losses.One of the essential factors to consider when estimating the risk of default for a bond instrument is its duration, which is the bond's price sensitivity to changes in interest rates. The duration of BOSTON PPTYS LTD bond is primarily affected by its yield, coupon rate, and time to maturity. The duration of a bond will be higher the lower its coupon, lower its yield, and longer the time left to maturity.
Mean Deviation0.1718
Standard Deviation0.4794
Variance0.2299
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

More Resources for BOSTON Bond Analysis

Metrics for BOSTON link yield levels, duration exposure, and credit quality into a coherent framework. Together, they connect yield behavior with duration exposure and credit conditions.
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